This is an automated email from the ASF dual-hosted git repository.
400Ping pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/mahout.git
The following commit(s) were added to refs/heads/main by this push:
new e10d84d20 [Website] Restructure navbar, add Powered By page, refresh
homepage and community docs (#1493)
e10d84d20 is described below
commit e10d84d2020302ccd1fdf9a040f65d24bd5f73a3
Author: Jie-Kai Chang <[email protected]>
AuthorDate: Mon Sep 21 22:47:31 2026 +0800
[Website] Restructure navbar, add Powered By page, refresh homepage and
community docs (#1493)
Signed-off-by: 400Ping <[email protected]>
---
.claude/launch.json | 18 ++
.github/ISSUE_TEMPLATE/powered-by.yml | 120 +++++++++++
README.md | 21 --
docs/advanced/index.md | 11 +
docs/blog/authors.yml | 2 +-
docs/community/index.md | 78 ++++----
docs/community/who-we-are.md | 40 ++--
docs/index.md | 60 ++++--
website/docusaurus.config.ts | 89 +++++++--
website/sidebars.ts | 80 ++++----
website/src/data/powered-by.json | 207 +++++++++++++++++++
website/src/pages/index.module.css | 8 +
website/src/pages/index.tsx | 89 ++++++++-
website/src/pages/powered-by.module.css | 221 +++++++++++++++++++++
website/src/pages/powered-by.tsx | 195 ++++++++++++++++++
website/static/img/powered-by/365media.jpg | Bin 0 -> 4953 bytes
website/static/img/powered-by/accenture.svg | 31 +++
website/static/img/powered-by/adobe.svg | 46 +++++
website/static/img/powered-by/aol.svg | 60 ++++++
.../static/img/powered-by/booz-allen-hamilton.svg | 135 +++++++++++++
.../img/powered-by/carnegie-mellon-university.svg | 89 +++++++++
website/static/img/powered-by/datamine-lab.jpg | Bin 0 -> 26811 bytes
website/static/img/powered-by/deri-nui-galway.png | Bin 0 -> 116472 bytes
website/static/img/powered-by/dicode-project.png | Bin 0 -> 2735 bytes
website/static/img/powered-by/drupal.svg | 15 ++
website/static/img/powered-by/foursquare.svg | 15 ++
website/static/img/powered-by/idealo.svg | 92 +++++++++
website/static/img/powered-by/intel.svg | 46 +++++
website/static/img/powered-by/ioffer.gif | Bin 0 -> 4900 bytes
website/static/img/powered-by/kauli.gif | Bin 0 -> 3109 bytes
website/static/img/powered-by/linkedin.svg | 41 ++++
website/static/img/powered-by/lucidworks.png | Bin 0 -> 19050 bytes
website/static/img/powered-by/mendeley.png | Bin 0 -> 148791 bytes
website/static/img/powered-by/mobage.png | Bin 0 -> 879 bytes
website/static/img/powered-by/myrrix.png | Bin 0 -> 4353 bytes
.../powered-by/nagoya-institute-of-technology.png | Bin 0 -> 8200 bytes
website/static/img/powered-by/newscred.png | Bin 0 -> 3037 bytes
.../static/img/powered-by/predixion-software.png | Bin 0 -> 2926 bytes
website/static/img/powered-by/researchgate.svg | 1 +
website/static/img/powered-by/sematext.png | Bin 0 -> 7316 bytes
website/static/img/powered-by/tu-berlin.svg | 34 ++++
website/static/img/powered-by/twitter.svg | 4 +
website/static/img/powered-by/yahoo-mail.svg | 51 +++++
.../versioned_docs/version-0.6/advanced/index.md | 11 +
.../community/pr-policy-and-review-guidelines.md | 9 +-
.../versioned_sidebars/version-0.6-sidebars.json | 3 +-
46 files changed, 1747 insertions(+), 175 deletions(-)
diff --git a/.claude/launch.json b/.claude/launch.json
new file mode 100644
index 000000000..ba6b3530e
--- /dev/null
+++ b/.claude/launch.json
@@ -0,0 +1,18 @@
+{
+ "version": "0.0.1",
+ "configurations": [
+ {
+ "name": "website-serve",
+ "runtimeExecutable": "/usr/local/bin/node",
+ "runtimeArgs": [
+ "node_modules/.bin/docusaurus",
+ "serve",
+ "--port",
+ "3001",
+ "--no-open"
+ ],
+ "cwd": "website",
+ "port": 3001
+ }
+ ]
+}
\ No newline at end of file
diff --git a/.github/ISSUE_TEMPLATE/powered-by.yml
b/.github/ISSUE_TEMPLATE/powered-by.yml
new file mode 100644
index 000000000..b4fab88e4
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/powered-by.yml
@@ -0,0 +1,120 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+name: "Powered By Mahout submission"
+description: "Add your organization or project to mahout.apache.org/powered-by"
+title: "[Powered By] <organization or project name>"
+labels: ["powered-by"]
+body:
+ - type: markdown
+ attributes:
+ value: |
+ Thanks for telling the community what you are building with Apache
Mahout.
+
+ Only the first three fields are required. An entry that is just a name
+ and a link is perfectly fine.
+
+ **This issue is public.** Only include things you are happy to see on a
+ public website. A committer will review the submission and add it to
+ the Powered By page.
+
+ - type: input
+ id: name
+ attributes:
+ label: Organization or project name
+ description: Exactly as it should be printed.
+ placeholder: Acme Inc
+ validations:
+ required: true
+
+ - type: input
+ id: website
+ attributes:
+ label: Website
+ placeholder: https://example.com
+ validations:
+ required: true
+
+ - type: dropdown
+ id: deployment_stage
+ attributes:
+ label: Deployment stage
+ description: >-
+ Recorded for the project's own understanding of adoption. The Powered
+ By page does not sort or label organizations by this.
+ options:
+ - Production
+ - Pilot / proof of concept
+ - Research / academic
+ - Evaluating
+ - Integration / community project
+ validations:
+ required: true
+
+ - type: dropdown
+ id: component
+ attributes:
+ label: Which parts of Mahout do you use?
+ multiple: true
+ options:
+ - Qumat (quantum circuits)
+ - QDP (quantum data encoding)
+ - Mahout Classic (Samsara / MapReduce)
+
+ - type: input
+ id: use_case
+ attributes:
+ label: What are you using Apache Mahout for?
+ description: >-
+ A short phrase. Becomes the category shown above your description.
+ placeholder: Quantum kernel methods
+
+ - type: textarea
+ id: description
+ attributes:
+ label: Short description
+ description: >-
+ One to three sentences, in the third person. This is published as
+ written, so phrase it the way you want to be quoted. Leave it blank
+ and your entry appears in the organization list without a write-up.
+ placeholder: >-
+ Acme Inc uses Qumat to prototype variational circuits once and run
+ them on Qiskit and Braket without rewriting the circuit code.
+
+ - type: textarea
+ id: logo
+ attributes:
+ label: Logo
+ description: >-
+ Optional. Attach or link an SVG (preferred) or a transparent PNG at
+ least 400px wide. The site has a light and a dark theme, so a logo
+ that works on both is ideal. Without a logo your name is shown as text.
+
+ - type: input
+ id: case_study
+ attributes:
+ label: Public case study, paper, or blog post
+ description: Optional. A link we can point readers at.
+ placeholder: https://example.com/blog/quantum-kernels-with-qumat
+
+ - type: input
+ id: contact
+ attributes:
+ label: Contact for follow-up
+ description: >-
+ Optional, and never published on the website. This issue itself is
+ public, so if you would rather not post an address, leave this blank.
+ A committer will reply in the thread, or you can email
+ [email protected].
diff --git a/README.md b/README.md
index 99dedd720..1a13af2e6 100644
--- a/README.md
+++ b/README.md
@@ -71,26 +71,5 @@ engine = qdp.QdpEngine(device_id=0)
qtensor = engine.encode([1.0, 2.0, 3.0, 4.0], num_qubits=2,
encoding_method="amplitude")
```
-## Roadmap
-
-### 2024
-- [x] Transition of Classic to maintenance mode
-- [x] Integration of Qumat with hardened (tests, docs, CI/CD) Cirq, Qiskit,
and Braket backends
-- [x] Integration with Amazon Braket
-- [x] [Public talk about
Qumat](https://2024.fossy.us/schedule/presentation/265/)
-
-### 2025
-- [x] [FOSDEM
talk](https://fosdem.org/2025/schedule/event/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/)
-- [x] QDP: Foundation & Infrastructure (Rust workspace, build configuration)
-- [x] QDP: Core Implementation (CUDA kernels, CPU preprocessing, GPU memory
management)
-- [x] QDP: Zero-copy and Safety (DLManagedTensor, DLPack structures)
-- [x] QDP: Python Binding (PyO3 wrapping, DLPack protocol)
-
-### Q1 2026
-- [ ] QDP: Input Format Support (PyTorch, NumPy, TensorFlow integration)
-- [ ] QDP: Verification and Testing (device testing, benchmarking)
-- [ ] QDP: Additional Encoders (angle/basis encoding, multi-GPU optimization)
-- [ ] QDP: Integration & Release (documentation, example notebooks, PyPI
publishing)
-
## Legal
Please see the `NOTICE.txt` included in this directory for more information.
diff --git a/docs/advanced/index.md b/docs/advanced/index.md
new file mode 100644
index 000000000..560eb08c3
--- /dev/null
+++ b/docs/advanced/index.md
@@ -0,0 +1,11 @@
+---
+title: PQC Guides
+sidebar_label: PQC Guides
+---
+
+# PQC Guides
+
+In-depth material on parameterized quantum circuits (PQCs) in Qumat. Start
with the [Parameterized Circuits](../qumat/parameterized-circuits) page for the
basics of rotation gates and parameter binding, then continue here.
+
+- [PQC Developer's Guide](./pqc): the theory, design, and applications of
PQCs, written for developers implementing them from scratch
+- [Qumat PQC Gap Analysis](./gap-analysis): what the Qumat codebase needs for
a minimally viable and then a feature-complete PQC implementation
diff --git a/docs/blog/authors.yml b/docs/blog/authors.yml
index ab99030b0..22e869c81 100644
--- a/docs/blog/authors.yml
+++ b/docs/blog/authors.yml
@@ -7,7 +7,7 @@ mahout-team:
jiekaichang:
name: Jie-Kai Chang
- title: Apache Mahout PMC Member
+ title: Apache Mahout PMC Chair (VP)
url: https://github.com/400Ping
image_url: /img/jiekaichang.png
diff --git a/docs/community/index.md b/docs/community/index.md
index 98ae9eaae..4c97b6a23 100644
--- a/docs/community/index.md
+++ b/docs/community/index.md
@@ -5,63 +5,59 @@ sidebar_label: Community Overview
# Community Overview
-The Apache Mahout community consists of developers, users, data scientists,
researchers, and open-source contributors who collaborate to build scalable
machine-learning libraries on the Apache platform.
-Mahout follows the principles of the Apache Software Foundation β openness,
transparency, community-driven development, and meritocracy.
+The Apache Mahout community consists of developers, users, researchers, and
open-source contributors who collaborate on [Qumat](../qumat/index.md), a
high-level Python library for quantum computing, and [QDP](../qdp/index.md),
its GPU-accelerated quantum data encoding engine.
+Mahout follows the principles of the Apache Software Foundation: openness,
transparency, community-driven development, and meritocracy.
-This page explains the official communication channels, how to participate,
and how to contribute to the project.
+This page is the starting point for the community section. It explains where
discussion happens, how to participate, and where to find the project's
policies.
-There are numerous ways to engage with the Mahout community, no matter your
background or skill level. Some options include:
+## Community Pages
+
+- [Who We Are](./who-we-are.md): the PMC members, committers, and emeritus
contributors behind the project
+- [Mailing Lists, IRC and Archives](./mailing-lists.md): how to subscribe to
the user, dev, and commits lists
+- [How to Contribute](../about/how-to-contribute.md): getting involved,
picking something to work on, and submitting changes
+- [PR Policy and Review Guidelines](./pr-policy-and-review-guidelines.md):
what reviewers expect and how pull requests are merged
+- [Code of Conduct](./code-of-conduct.md): the standards every community
member is expected to uphold
+- [Blog](/blog) and [Meeting Minutes](/blog/minutes): project news and notes
from the monthly community meeting
+- [Powered By](/powered-by): organizations and research groups using Mahout,
and how to add yours
## Monthly Community Meeting
-Apache Mahout holds a community meeting every month. To get involved,
subscribe to the Google Calendar to view and join the meeting.
+Apache Mahout holds a community meeting every month. Anyone is welcome to
join. Subscribe to the Google Calendar to see upcoming meetings, and read past
[meeting minutes](/blog/minutes) to catch up.
-[Subscribe](https://calendar.google.com/calendar/u/0/r?cid=ZGM4MWY4MTYxYjcyYTRkNGM4ZTVkYjU4MjI5MzYzZWUxMzkxZDllNWU5ZWI1NzUyNzliZTdmN2NhOGQ2ODUzMUBncm91cC5jYWxlbmRhci5nb29nbGUuY29t)
+[Subscribe to the
calendar](https://calendar.google.com/calendar/u/0/r?cid=ZGM4MWY4MTYxYjcyYTRkNGM4ZTVkYjU4MjI5MzYzZWUxMzkxZDllNWU5ZWI1NzUyNzliZTdmN2NhOGQ2ODUzMUBncm91cC5jYWxlbmRhci5nb29nbGUuY29t)
---
## How to Participate
-There are several ways to engage with the Mahout community:
-
### π¬ Mailing Lists
-All official communication for Mahout happens on Apache-managed public mailing
lists:
-- **User List (questions, installation help, usage discussions):**
- https://lists.apache.org/[email protected]
+All official communication for Mahout happens on Apache-managed public mailing
lists:
-- **Development List (design discussions, patches, roadmap, votes):**
- https://lists.apache.org/[email protected]
+- **User list** (questions, installation help, usage discussions):
https://lists.apache.org/[email protected]
+- **Development list** (design discussions, patches, roadmap, votes):
https://lists.apache.org/[email protected]
-To subscribe, send an empty email to:
+To subscribe, send an empty email to `[email protected]` or
`[email protected]`. See the [mailing lists
page](./mailing-lists.md) for the full set of lists and archives.
-- `[email protected]`
-- `[email protected]`
+### π Issues and Pull Requests
----
+Mahout uses GitHub Issues and Pull Requests for development:
-### π Issue Tracking & Contributions
-Mahout uses **GitHub Issues and Pull Requests** for development.
-
-- **Source Code:** https://github.com/apache/mahout
-- **Open Issues:** https://github.com/apache/mahout/issues
-- **Pull Requests:** https://github.com/apache/mahout/pulls
+- **Source code:** https://github.com/apache/mahout
+- **Open issues:** https://github.com/apache/mahout/issues
+- **Pull requests:** https://github.com/apache/mahout/pulls
If you find a bug or want to propose a feature:
1. Open a GitHub issue
-2. Discuss the design on the **dev mailing list**
-3. Submit a Pull Request
-
----
+2. Discuss significant changes on the **dev mailing list**
+3. Submit a pull request that follows the [PR Policy and Review
Guidelines](./pr-policy-and-review-guidelines.md)
-### π Documentation & Website
-Contribute to documentation or help update website pages (like this one):
+### π Documentation and Website
-- https://mahout.apache.org
-- Website source folder: `/website/`
+Documentation lives in the `docs/` folder of the main repository and is
published to https://mahout.apache.org. The site itself is built from
`website/`.
-Documentation improvements are always welcome β fixing broken links, updating
examples, adding explanations, etc.
+Documentation improvements are always welcome: fixing broken links, updating
examples, adding explanations, or writing new guides. See [How to
Contribute](../about/how-to-contribute.md) for the workflow.
---
@@ -70,29 +66,25 @@ Documentation improvements are always welcome β fixing
broken links, updating
Apache Mahout follows the ASF standard contribution process:
- Communicate on the mailing list before large changes
-- Submit well-tested Pull Requests
-- Follow project coding style and review guidelines
+- Submit small, well-tested pull requests
+- Follow the [PR Policy and Review
Guidelines](./pr-policy-and-review-guidelines.md), including the rules for
AI-assisted contributions
- Participate in community discussions and votes
-- Respect others β Mahout operates under the ASF Code of Conduct
-
-ASF Code of Conduct:
-https://www.apache.org/foundation/policies/conduct
+- Respect others. Mahout operates under its own [Code of
Conduct](./code-of-conduct.md), which builds on the [ASF Code of
Conduct](https://www.apache.org/foundation/policies/conduct)
---
## Community and Governance
-Mahout is governed by the **Apache Mahout PMC** (Project Management Committee).
-The PMC is responsible for project direction, releases, and community
oversight.
+Mahout is governed by the **Apache Mahout PMC** (Project Management
Committee). The PMC is responsible for project direction, releases, and
community oversight. The current members are listed on the [Who We
Are](./who-we-are.md) page.
Contributors who consistently help the project through code, documentation, or
community involvement may be invited to become:
-- **Committers** β have write access to the repository
-- **PMC Members** β participate in project decision-making
+- **Committers**, who have write access to the repository
+- **PMC members**, who participate in project decision-making
Mahout community decisions are made publicly on the **[email protected]**
mailing list following ASF voting rules.
---
Thank you for being part of the Apache Mahout community!
-Contributions of all kinds β code, documentation, discussion, or feedback β
help keep the project healthy and evolving.
+Contributions of all kinds, whether code, documentation, discussion, or
feedback, help keep the project healthy and evolving.
diff --git a/docs/community/who-we-are.md b/docs/community/who-we-are.md
index 426785cb8..374c6abc0 100644
--- a/docs/community/who-we-are.md
+++ b/docs/community/who-we-are.md
@@ -17,37 +17,41 @@ Name | Mail | PMC | Comment
------------------------|------------------:|------:|---:|
Anand Avati | avati@... | No | @anandavati
Andrew Musselman | akm@... | Yes | @akm
-Andrew Palumbo | apalumbo@... | Yes |
-Dan Filimon | dfilimon@... | No |
-Dmitriy Lyubimov | dlyubimov@... | No | (Emeritus PMC)
-Drew Farris | drew@... | No | (Emeritus PMC)
+Andrew Palumbo | apalumbo@... | Yes | @andrewpalumbo
+Christofer Dutz | cdutz@... | No | @chrisdutz
+Dan Filimon | dfilimon@... | No | @dfilimon
+Dmitriy Lyubimov | dlyubimov@... | No | (Emeritus PMC) @dlyubimov
+Drew Farris | drew@... | No | (Emeritus PMC) @drewfarris
Dustin VanStee | vanstee@... | No |
Ellen Friedman | ellenf@... | No | @Ellen_Friedman
-Frank Scholten | frankscholten@... | No |
-Gokhan Capan | gcapan@... | No |
+Frank Scholten | frankscholten@... | No | @frankscholten
+Gokhan Capan | gcapan@... | No | @gcapan
Grant Ingersoll | gsingers@... | No | (Emeritus PMC) @gsingers
Guan-Hua (Vic) Wen | vicwen@... | No | @viiccwen
Guan-Ming (Wesley) Chiu | guanmingchiu@... | Yes | @guan404ming
-Holden Karau | holden@... | No |
-Isabel Drost-Fromm | isabel@... | Yes | <!--Passion for free
software (development, but to some extend also the political and economic
implications), interested in agile development and project management, lives in
Germany. Follow me on Twitter @MaineC-->
-Jacob Alexander Mannix | jmannix@... | Yes |
+Holden Karau | holden@... | No | @holdenk
+Isabel Drost-Fromm | isabel@... | Yes | @MaineC
+Jacob Alexander Mannix | jmannix@... | Yes | @jakemannix
Jeff Eastman | jeastman@... | No | (Emeritus PMC)
-Jie-Kai (Jay) Chang | jiekaichang@... | Yes | @400Ping
+Jie-Kai (Jay) Chang | jiekaichang@... | Yes | PMC Chair @400Ping
+Jowanza Joseph | jowanza@... | No | @josep2
Krishna Dave | krishnadave829@...| No | @krishnadave
-Kuan-Hao Huang | richhuang@... | No | @rich7420
-Nikolay Sakharnykh | nsakharnykh@... | No |
+Kuan-Hao Huang | richhuang@... | Yes | @rich7420
+Nikolay Sakharnykh | nsakharnykh@... | No | @nsakharnykh
Paritosh Ranjan | pranjan@... | Yes | @paritoshranjan
Pat Ferrel | pat@... | Yes | (Emeritus PMC) @occam
-Robin Anil | robinanil@... | Yes |
+Robin Anil | robinanil@... | Yes | @robinanil
Ryan Huang | hcr@... | No | @ryankert01
-Sean Owen | srowen@... | No | (Emeritus PMC)
-Sebastian Schelter | ssc@... | Yes |
-Shannon Quinn | squinn@... | Yes | PMC Chair
@[email protected]
+Sean Owen | srowen@... | No | (Emeritus PMC) @srowen
+Sebastian Schelter | ssc@... | Yes | @sscdotopen
+Shannon Quinn | squinn@... | Yes | @magsol
Stevo SlaviΔ | sslavic@... | Yes | @sslavic
Suneel Marthi | smarthi@... | No | (Emeritus PMC)
@suneelmarthi
-Ted Dunning | tdunning@... | Yes |
+Ted Dunning | tdunning@... | Yes | @tdunning
Tom Pierce | tcp@... | No |
-Trevor Grant | rawkintrevo@... | Yes | (Emeritus PMC)
+Tommy Naugle | tommy@... | No | @tdnaugle
+Trevor Grant | rawkintrevo@... | Yes | (Emeritus PMC) @rawkintrevo
+Yu-Chen Lai | yclai@... | No | @0lai0
<a name="WhoWeAre-EmeritusCommitters"></a>
## Emeritus Committers
diff --git a/docs/index.md b/docs/index.md
index ee26b7e88..c42c85c46 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,33 +1,49 @@
---
-title: QuMat Documentation
+title: Mahout Documentation
+sidebar_label: Mahout Documentation
---
-
+
-# QuMat
+# Apache Mahout Documentation
-QuMat is a high level Python library for interfacing with multiple
-quantum computing backends. It is designed to be easy to use and to abstract
-the particularities of each backend, so that you may 'write once, run
-anywhere.'
+Apache Mahout is an Apache Software Foundation project for quantum computing
in Python. It ships two components:
-## Documentation
+- **Qumat** is a high-level library for building quantum circuits with
standard gates and running them on Qiskit, Cirq, or Amazon Braket through one
unified API. Write once, execute anywhere.
+- **QDP (Quantum Data Plane)** is a GPU-accelerated engine for encoding
classical data into quantum states, with zero-copy tensor transfer to and from
PyTorch, NumPy, and TensorFlow via DLPack.
-### Getting Started
-- [Getting Started with QuMat](./qumat/getting-started) - Introduction and
setup guide
+New here? Start with [Getting Started](./qumat/getting-started), which covers
installation and your first circuit.
-### Core Concepts
-- [Basic Gates](./qumat/basic-gates) - Introduction to fundamental quantum
gates (NOT, Hadamard, CNOT, Toffoli, SWAP, Pauli gates, CSWAP, U gate)
-- [Parameterized Quantum Circuits and Rotation
Gates](./qumat/parameterized-circuits) - Rotation gates (Rx, Ry, Rz) and
creating/optimizing parameterized circuits
+## Qumat (Circuits)
-### Python API Reference
-- [Qumat API](./qumat/api) - Generated reference for quantum circuits
-- [QDP API](./qdp/api) - Generated reference for quantum data encoding
+- [Overview](./qumat) - What Qumat is and which backends it supports
+- [Basic Gates](./qumat/basic-gates) - NOT, Hadamard, CNOT, Toffoli, SWAP,
Pauli, CSWAP, and U gates
+- [Parameterized Circuits](./qumat/parameterized-circuits) - Rotation gates
(Rx, Ry, Rz) and building circuits with tunable parameters
+- [API Reference](./qumat/api) - Generated reference for the `qumat` package
+- [Core Concepts](./qumat/concepts) - The ideas behind the circuit abstraction
+- [Examples](./qumat/examples) - Worked examples across backends
-### Additional Resources
-- [Parameterized Quantum Circuits: Developer's Guide](./advanced/pqc) -
In-depth guide to PQCs
-- [Qumat Gap Analysis for PQC](./advanced/gap-analysis) - Analysis of PQC
capabilities
+## QDP (Data Encoding)
-### Qumat Components
-- [Qumat (Circuits)](./qumat) - Quantum circuit abstraction layer
-- [QDP (Quantum Data Plane)](./qdp) - GPU-accelerated data encoding
+- [Overview](./qdp) - What QDP is and how it fits with Qumat
+- [Getting Started with QDP](./qdp/getting-started) - Installation, GPU
requirements, and a first encoding
+- [Core Concepts](./qdp/concepts) - Encoding methods, tensors, and the
execution model
+- [API Reference](./qdp/api) - Generated reference for the `qumat_qdp` package
+- [Python API](./qdp/python-api) - The user-facing Python facade, loaders, and
backend selection
+- [Examples](./qdp/examples) - End-to-end encoding examples
+- Internals: [Readers](./qdp/readers), [Observability](./qdp/observability),
[Testing](./qdp/testing)
+
+## Resources
+
+- [PQC Guides](./advanced) - Developer's guide and gap analysis for
parameterized quantum circuits
+- [Quantum Computing Primer](./learning/quantum-computing-primer) - A
ten-chapter introduction to quantum computing using Qumat
+- [Research Papers](./learning/papers) - Papers and publications related to
Qumat and quantum computing
+
+## Community
+
+- [Community Overview](./community) - How the project communicates and makes
decisions
+- [Who We Are](./community/who-we-are) - PMC members and committers
+- [Mailing Lists](./community/mailing-lists) - Subscribe to the user, dev, and
commits lists
+- [How to Contribute](./about/how-to-contribute) - Getting involved and
submitting changes
+- [PR Policy and Review
Guidelines](./community/pr-policy-and-review-guidelines) - What reviewers expect
+- [Code of Conduct](./community/code-of-conduct) - Community standards
diff --git a/website/docusaurus.config.ts b/website/docusaurus.config.ts
index d52ba7f8d..820c79cda 100644
--- a/website/docusaurus.config.ts
+++ b/website/docusaurus.config.ts
@@ -142,25 +142,48 @@ const config: Config = {
position: 'left',
items: [
{
- label: 'Overview of the Apache Software Foundation',
+ label: 'Apache Software Foundation',
+ href: 'https://www.apache.org/',
+ },
+ {
+ label: 'How the ASF Works',
href: 'https://www.apache.org/foundation/how-it-works.html',
},
{
- type: 'doc',
- docId: 'about/how-to-contribute',
- label: 'How to Contribute',
+ label: 'License',
+ href: 'https://www.apache.org/licenses/',
+ },
+ {
+ label: 'Events',
+ href: 'https://www.apache.org/events/current-event',
+ },
+ {
+ label: 'Security',
+ href: 'https://www.apache.org/security/',
+ },
+ {
+ label: 'Sponsorship',
+ href: 'https://www.apache.org/foundation/sponsorship.html',
+ },
+ {
+ label: 'Thanks',
+ href: 'https://www.apache.org/foundation/thanks.html',
+ },
+ {
+ label: 'Privacy',
+ href:
'https://privacy.apache.org/policies/privacy-policy-public.html',
},
],
},
- // Qumat dropdown
+ // Docs dropdown (mirrors the top level of the docs sidebar)
{
type: 'dropdown',
- label: 'Qumat',
+ label: 'Docs',
position: 'left',
items: [
{
type: 'doc',
- docId: 'qumat/index',
+ docId: 'index',
label: 'Overview',
},
{
@@ -168,11 +191,42 @@ const config: Config = {
docId: 'qumat/getting-started',
label: 'Getting Started',
},
+ {
+ type: 'doc',
+ docId: 'qumat/index',
+ label: 'Qumat (Circuits)',
+ },
{
type: 'doc',
docId: 'qdp/index',
label: 'QDP (Data Encoding)',
},
+ ],
+ },
+ // Download
+ {
+ type: 'doc',
+ docId: 'qumat/getting-started',
+ label: 'Download',
+ position: 'left',
+ },
+ // Powered By
+ {
+ to: '/powered-by',
+ label: 'Powered By',
+ position: 'left',
+ },
+ // Resources dropdown
+ {
+ type: 'dropdown',
+ label: 'Resources',
+ position: 'left',
+ items: [
+ {
+ type: 'doc',
+ docId: 'advanced/index',
+ label: 'PQC Guides',
+ },
{
type: 'doc',
docId: 'learning/quantum-computing-primer/index',
@@ -185,13 +239,6 @@ const config: Config = {
},
],
},
- // Download
- {
- type: 'doc',
- docId: 'qumat/getting-started',
- label: 'Download',
- position: 'left',
- },
// Community dropdown
{
type: 'dropdown',
@@ -217,11 +264,21 @@ const config: Config = {
label: 'Issue Tracker',
href: 'https://issues.apache.org/jira/browse/MAHOUT',
},
+ {
+ type: 'doc',
+ docId: 'about/how-to-contribute',
+ label: 'How to Contribute',
+ },
{
type: 'doc',
docId: 'community/code-of-conduct',
label: 'Code of Conduct',
},
+ {
+ type: 'doc',
+ docId: 'community/pr-policy-and-review-guidelines',
+ label: 'PR Policy & Review',
+ },
],
},
// News (Blog)
@@ -289,6 +346,10 @@ const config: Config = {
label: 'Who We Are',
to: '/docs/community/who-we-are',
},
+ {
+ label: 'Powered By',
+ to: '/powered-by',
+ },
],
},
{
diff --git a/website/sidebars.ts b/website/sidebars.ts
index 04ab3f439..168d277bb 100644
--- a/website/sidebars.ts
+++ b/website/sidebars.ts
@@ -34,6 +34,7 @@ const sidebars: SidebarsConfig = {
'qdp/getting-started',
'qdp/concepts',
'qdp/api',
+ 'qdp/python-api',
'qdp/examples',
{
type: 'category',
@@ -49,40 +50,48 @@ const sidebars: SidebarsConfig = {
},
{
type: 'category',
- label: 'Advanced Topics',
+ label: 'Resources',
collapsed: true,
items: [
- 'advanced/pqc',
- 'advanced/gap-analysis',
- ],
- },
- {
- type: 'category',
- label: 'Quantum Computing Primer',
- collapsed: true,
- link: {type: 'doc', id: 'learning/quantum-computing-primer/index'},
- items: [
- 'learning/quantum-computing-primer/introduction',
- 'learning/quantum-computing-primer/qubits',
- 'learning/quantum-computing-primer/quantum-gates',
- 'learning/quantum-computing-primer/quantum-circuits',
- 'learning/quantum-computing-primer/quantum-entanglement',
- 'learning/quantum-computing-primer/quantum-algorithms',
- 'learning/quantum-computing-primer/quantum-error-correction',
- 'learning/quantum-computing-primer/applications',
- 'learning/quantum-computing-primer/advanced-topics',
- ],
- },
- {
- type: 'category',
- label: 'Research Papers',
- collapsed: true,
- link: {type: 'doc', id: 'learning/papers/index'},
- items: [
- 'learning/papers/An-Efficient-Quantum-Factoring-Algorithm',
-
'learning/papers/Quantum-Kernel-Estimation-With-Neutral-Atoms-For-Supervised-Classification',
- 'learning/papers/Quantum-machine-learning-beyond-kernel-methods',
-
'learning/papers/Unleashing-the-Potential-of-LLMs-for-Quantum-Computing',
+ {
+ type: 'category',
+ label: 'PQC Guides',
+ collapsed: true,
+ link: {type: 'doc', id: 'advanced/index'},
+ items: [
+ 'advanced/pqc',
+ 'advanced/gap-analysis',
+ ],
+ },
+ {
+ type: 'category',
+ label: 'Quantum Computing Primer',
+ collapsed: true,
+ link: {type: 'doc', id: 'learning/quantum-computing-primer/index'},
+ items: [
+ 'learning/quantum-computing-primer/introduction',
+ 'learning/quantum-computing-primer/qubits',
+ 'learning/quantum-computing-primer/quantum-gates',
+ 'learning/quantum-computing-primer/quantum-circuits',
+ 'learning/quantum-computing-primer/quantum-entanglement',
+ 'learning/quantum-computing-primer/quantum-algorithms',
+ 'learning/quantum-computing-primer/quantum-error-correction',
+ 'learning/quantum-computing-primer/applications',
+ 'learning/quantum-computing-primer/advanced-topics',
+ ],
+ },
+ {
+ type: 'category',
+ label: 'Research Papers',
+ collapsed: true,
+ link: {type: 'doc', id: 'learning/papers/index'},
+ items: [
+ 'learning/papers/An-Efficient-Quantum-Factoring-Algorithm',
+
'learning/papers/Quantum-Kernel-Estimation-With-Neutral-Atoms-For-Supervised-Classification',
+ 'learning/papers/Quantum-machine-learning-beyond-kernel-methods',
+
'learning/papers/Unleashing-the-Potential-of-LLMs-for-Quantum-Computing',
+ ],
+ },
],
},
{
@@ -93,16 +102,11 @@ const sidebars: SidebarsConfig = {
items: [
'community/who-we-are',
'community/mailing-lists',
+ 'about/how-to-contribute',
'community/code-of-conduct',
'community/pr-policy-and-review-guidelines',
],
},
- {
- type: 'category',
- label: 'Contributing',
- collapsed: true,
- items: ['about/how-to-contribute'],
- },
],
};
diff --git a/website/src/data/powered-by.json b/website/src/data/powered-by.json
new file mode 100644
index 000000000..620991e75
--- /dev/null
+++ b/website/src/data/powered-by.json
@@ -0,0 +1,207 @@
+[
+ {
+ "name": "Adobe",
+ "url": "https://www.adobe.com";,
+ "category": "User targeting",
+ "description": "Adobe AMP used Mahout's clustering algorithms to increase
video consumption through better user targeting.",
+ "source":
"http://nosql.mypopescu.com/post/2082712431/hbase-and-hadoop-at-adobe";,
+ "logo": "/img/powered-by/adobe.svg"
+ },
+ {
+ "name": "AOL",
+ "url": "https://www.aol.com";,
+ "category": "Recommendations",
+ "description": "AOL used Mahout for shopping recommendations.",
+ "source": "https://www.slideshare.net/kryton/the-data-layer";,
+ "logo": "/img/powered-by/aol.svg"
+ },
+ {
+ "name": "Booz Allen Hamilton",
+ "url": "https://www.boozallen.com";,
+ "category": "Clustering",
+ "description": "Booz Allen Hamilton used Mahout's clustering algorithms
for large-scale biometric analysis.",
+ "source": "https://www.slideshare.net/ydn/3-biometric-hadoopsummit2010";,
+ "logo": "/img/powered-by/booz-allen-hamilton.svg"
+ },
+ {
+ "name": "Drupal",
+ "url": "https://www.drupal.org/project/recommender";,
+ "category": "Content recommendation",
+ "description": "The Drupal Recommender API module used Mahout to provide
open source content recommendation for Drupal sites.",
+ "logo": "/img/powered-by/drupal.svg"
+ },
+ {
+ "name": "Foursquare",
+ "url": "https://foursquare.com";,
+ "category": "Recommendations",
+ "description": "Foursquare used Mahout for its venue recommendation
engine.",
+ "source":
"https://engineering.foursquare.com/2011/03/22/building-a-recommendation-engine-foursquare-style/";,
+ "logo": "/img/powered-by/foursquare.svg"
+ },
+ {
+ "name": "Intel",
+ "url": "https://www.intel.com";,
+ "category": "Distribution",
+ "description": "Intel shipped Mahout as part of its Distribution for
Apache Hadoop Software.",
+ "logo": "/img/powered-by/intel.svg"
+ },
+ {
+ "name": "LinkedIn",
+ "url": "https://www.linkedin.com";,
+ "category": "Model training",
+ "description": "LinkedIn experimented with Mahout for model training as an
alternative to R-based workflows.",
+ "logo": "/img/powered-by/linkedin.svg"
+ },
+ {
+ "name": "LucidWorks",
+ "url": "https://www.lucidworks.com";,
+ "category": "Search and text analytics",
+ "description": "LucidWorks Big Data used Mahout for clustering, duplicate
document detection, phrase extraction, and classification.",
+ "logo": "/img/powered-by/lucidworks.png"
+ },
+ {
+ "name": "Mendeley",
+ "url": "https://www.mendeley.com";,
+ "category": "Recommendations",
+ "description": "Mendeley used Mahout to power Mendeley Suggest, a research
article recommendation service.",
+ "logo": "/img/powered-by/mendeley.png"
+ },
+ {
+ "name": "NewsCred",
+ "url": "https://www.newscred.com";,
+ "category": "News clustering",
+ "description": "NewsCred used Mahout to cluster news articles and surface
the important stories of the day.",
+ "logo": "/img/powered-by/newscred.png"
+ },
+ {
+ "name": "ResearchGate",
+ "url": "https://www.researchgate.net";,
+ "category": "Recommendations",
+ "description": "ResearchGate, the professional network for scientists and
researchers, used Mahout's recommendation algorithms.",
+ "logo": "/img/powered-by/researchgate.svg"
+ },
+ {
+ "name": "Sematext",
+ "url": "https://sematext.com";,
+ "category": "Recommendations",
+ "description": "Sematext used Mahout for its recommendation engine.",
+ "logo": "/img/powered-by/sematext.png"
+ },
+ {
+ "name": "Twitter",
+ "url": "https://twitter.com";,
+ "category": "Topic modeling",
+ "description": "Twitter used Mahout's LDA implementation for user interest
modeling.",
+ "logo": "/img/powered-by/twitter.svg"
+ },
+ {
+ "name": "Yahoo! Mail",
+ "url": "https://mail.yahoo.com";,
+ "category": "Anti-spam",
+ "description": "Yahoo! Mail used Mahout's frequent pattern set mining in
its anti-spam pipeline.",
+ "source": "https://www.slideshare.net/hadoopusergroup/mail-antispam";,
+ "logo": "/img/powered-by/yahoo-mail.svg"
+ },
+ {
+ "name": "TU Berlin",
+ "url": "https://www.dima.tu-berlin.de";,
+ "category": "Teaching",
+ "description": "The Large Scale Data Analysis and Data Mining course at TU
Berlin used Mahout to teach students how to parallelize data mining problems.",
+ "logo": "/img/powered-by/tu-berlin.svg"
+ },
+ {
+ "name": "Carnegie Mellon University",
+ "url": "https://www.cmu.edu";,
+ "category": "Research",
+ "description": "Carnegie Mellon University used Mahout as a comparison
platform in GraphLab research.",
+ "logo": "/img/powered-by/carnegie-mellon-university.svg"
+ },
+ {
+ "name": "Nagoya Institute of Technology",
+ "url": "https://www.nitech.ac.jp";,
+ "category": "Research",
+ "description": "Nagoya Institute of Technology used Mahout for research
and data processing in a large-scale citizen participation platform funded by
the Ministry of Interior of Japan.",
+ "logo": "/img/powered-by/nagoya-institute-of-technology.png"
+ },
+ {
+ "name": "DERI, NUI Galway",
+ "url": "https://www.universityofgalway.ie";,
+ "category": "Research",
+ "description": "Researchers at the Digital Enterprise Research Institute
used Mahout for topic mining and modelling of large corpora.",
+ "logo": "/img/powered-by/deri-nui-galway.png"
+ },
+ {
+ "name": "Accenture",
+ "url": "https://www.accenture.com";,
+ "logo": "/img/powered-by/accenture.svg"
+ },
+ {
+ "name": "Buzzlogic",
+ "url": "https://www.buzzlogic.com";
+ },
+ {
+ "name": "DataMine Lab",
+ "url": "https://dataminelab.com";,
+ "logo": "/img/powered-by/datamine-lab.jpg"
+ },
+ {
+ "name": "Idealo",
+ "url": "https://www.idealo.de";,
+ "logo": "/img/powered-by/idealo.svg"
+ },
+ {
+ "name": "InfoGlutton",
+ "url": "https://www.infoglutton.com";
+ },
+ {
+ "name": "Intela",
+ "url": "https://www.intela.com";
+ },
+ {
+ "name": "iOffer",
+ "url": "https://www.ioffer.com";,
+ "logo": "/img/powered-by/ioffer.gif"
+ },
+ {
+ "name": "Kauli",
+ "url": "https://kau.li";,
+ "logo": "/img/powered-by/kauli.gif"
+ },
+ {
+ "name": "Mobage",
+ "url": "https://mbga.jp";,
+ "logo": "/img/powered-by/mobage.png"
+ },
+ {
+ "name": "Myrrix",
+ "url": "https://myrrix.com";,
+ "logo": "/img/powered-by/myrrix.png"
+ },
+ {
+ "name": "Predixion Software",
+ "url": "https://predixionsoftware.com";,
+ "logo": "/img/powered-by/predixion-software.png"
+ },
+ {
+ "name": "Radoop",
+ "url": "https://radoop.eu";
+ },
+ {
+ "name": "SpeedDate",
+ "url": "https://www.speeddate.com";
+ },
+ {
+ "name": "365Media",
+ "url": "https://365media.com";,
+ "logo": "/img/powered-by/365media.jpg"
+ },
+ {
+ "name": "Dicode project",
+ "url": "https://www.dicode-project.eu";,
+ "logo": "/img/powered-by/dicode-project.png"
+ },
+ {
+ "name": "ROBUST project",
+ "url": "https://www.robust-project.eu";
+ }
+]
diff --git a/website/src/pages/index.module.css
b/website/src/pages/index.module.css
index f8f2b53e5..ddf6e5b5c 100644
--- a/website/src/pages/index.module.css
+++ b/website/src/pages/index.module.css
@@ -226,3 +226,11 @@
padding: 0.5rem 1rem;
}
}
+
+.legacyNote {
+ margin-top: 2rem;
+ padding-top: 1rem;
+ border-top: 1px solid var(--ifm-color-emphasis-200);
+ font-size: 0.9rem;
+ color: var(--ifm-color-emphasis-700);
+}
diff --git a/website/src/pages/index.tsx b/website/src/pages/index.tsx
index 49b941940..5fc5f8270 100644
--- a/website/src/pages/index.tsx
+++ b/website/src/pages/index.tsx
@@ -13,7 +13,7 @@ const latestReleasedVersion = releasedVersions[0] ?? 'next';
const siteUrl = 'https://mahout.apache.org';
const pageTitle = 'Apache Mahout';
const pageDescription =
- 'Apache Mahout builds an environment for quickly creating scalable,
performant machine learning applications.';
+ 'Apache Mahout builds an environment for quickly creating scalable,
performant machine learning applications. Its current focus is Qumat, a
backend-agnostic quantum circuit library, and QDP, a GPU-accelerated quantum
data encoding engine.';
const logoUrl = `${siteUrl}/img/mahout-favicon.png`;
const socialImageUrl = `${siteUrl}/img/mascot_with_text.png`;
@@ -104,8 +104,14 @@ function Sidebar() {
<div className={styles.sidebarCard}>
<div className={styles.cardHeader}>Qumat {latestReleasedVersion}
Released!</div>
<div className={styles.cardBody}>
- <p>Mahout's new quantum computing layer for building ML circuits on
simulators and real quantum hardware.</p>
- <Link to="/docs/qumat/getting-started">Download Qumat
{latestReleasedVersion} β</Link>
+ <p>
+ First-class AMD ROCm support, six QDP encodings with parity across
+ CUDA and ROCm, and faster zero-copy GPU paths.
+ </p>
+ <p>
+ <Link to="/blog/2026/06/01/Qumat-0.6.0-Release">Read the release
notes β</Link>
+ </p>
+ <Link to="/docs/qumat/getting-started">Get Qumat
{latestReleasedVersion} β</Link>
</div>
</div>
@@ -139,6 +145,16 @@ function Sidebar() {
<div className={styles.cardHeader}>Talks</div>
<div className={styles.cardBody}>
<ul className={styles.linkList}>
+ <li>
+ Community Over Code Asia 2026 -{' '}
+ <a
+
href="https://asia.communityovercode.org/sessions/general-1194670.html";
+ target="_blank"
+ rel="noopener noreferrer">
+ Accelerating Quantum Machine Learning: Building a
+ GPU-Accelerated Data Plane in Apache Mahout
+ </a>
+ </li>
<li>
FOSDEM 2025 -{' '}
<a
@@ -172,6 +188,14 @@ function MainContent() {
The goal of the Apache Mahoutβ’ project is to build an environment for
quickly creating scalable, performant machine learning applications.
</p>
+ <p>
+ Today that work centers on quantum machine learning in Python, with two
+ components: <strong>Qumat</strong>, a library for writing quantum
+ circuits once and running them on any supported backend, and{' '}
+ <strong>QDP</strong>, a GPU-accelerated data plane that turns classical
+ data into quantum states without simulating state-preparation
+ circuits.
+ </p>
<Heading as="h2">Qumat</Heading>
<div className={styles.mascotContainer}>
@@ -184,23 +208,66 @@ function MainContent() {
<p>
<strong>Qumat</strong> is a high-level Python library for quantum
- computing that provides:
+ computing. Build a circuit with standard and parameterized gates, then
+ execute it on Qiskit, Cirq, or Amazon Braket through one unified API,
+ on simulators or real quantum hardware.
</p>
<ul>
<li>
- <strong>Qumat Core</strong> - Build quantum circuits with standard
- gates and run them on Qiskit, Cirq, or Amazon Braket with a single
- unified API
+ <strong>One API, three backends</strong> - Switch between Qiskit,
+ Cirq, and Amazon Braket by changing a config value, not your circuit
+ code
+ </li>
+ <li>
+ <strong>Standard and parameterized gates</strong> - Hadamard, Pauli,
+ CNOT, Toffoli, SWAP, and rotation gates with parameter binding for
+ variational circuits
</li>
<li>
- <strong>QDP (Quantum Data Plane)</strong> - Encode classical data
- into quantum states using GPU-accelerated kernels with zero-copy
- tensor transfer
+ <strong>Python 3.10+</strong> - Installable from PyPI with{' '}
+ <code>pip install qumat</code>
</li>
</ul>
<p>
<Link to="/docs/qumat">Learn more about Qumat β</Link>
</p>
+
+ <Heading as="h2">QDP (Quantum Data Plane)</Heading>
+ <p>
+ <strong>QDP</strong> removes the data-loading bottleneck in quantum
+ machine learning. Instead of simulating a state-preparation circuit,
+ it constructs the state vector directly in GPU memory and hands it to
+ your training or kernel pipeline.
+ </p>
+ <ul>
+ <li>
+ <strong>Six encodings</strong> - Amplitude, angle, basis, phase, IQP,
+ and IQP-Z, with the same coverage on every GPU backend
+ </li>
+ <li>
+ <strong>NVIDIA CUDA and AMD ROCm</strong> - Native CUDA kernels and
+ hand-written Triton kernels for ROCm, selectable from the same API
+ </li>
+ <li>
+ <strong>Zero-copy interop</strong> - DLPack handoff to and from
+ PyTorch, NumPy, and TensorFlow, plus GPU-pointer paths that skip the
+ host round trip
+ </li>
+ <li>
+ <strong>Benchmarked on real workloads</strong> - SVHN IQP training,
+ quantum kernel SVM, and data-to-state latency benchmarks ship with
+ the project
+ </li>
+ </ul>
+ <p>
+ <Link to="/docs/qdp">Learn more about QDP β</Link>
+ </p>
+
+ <p className={styles.legacyNote}>
+ Looking for the earlier Mahout Classic (Samsara and MapReduce)
+ codebase? It is in maintenance mode. The community's current work is
+ on Qumat and QDP.
+ </p>
</div>
);
}
@@ -210,7 +277,7 @@ export default function Home(): ReactNode {
return (
<Layout
title="Home"
- description="Apache Mahout - Distributed Linear Algebra and Quantum
Computing for Machine Learning">
+ description={pageDescription}>
<Head>
<meta property="og:title" content={pageTitle} />
<meta property="og:description" content={pageDescription} />
diff --git a/website/src/pages/powered-by.module.css
b/website/src/pages/powered-by.module.css
new file mode 100644
index 000000000..414784389
--- /dev/null
+++ b/website/src/pages/powered-by.module.css
@@ -0,0 +1,221 @@
+.hero {
+ padding: 4rem 0 3rem;
+}
+
+.heroInner {
+ max-width: 820px;
+}
+
+.title {
+ font-size: 2.75rem;
+ margin-bottom: 1rem;
+}
+
+.lead {
+ font-size: 1.15rem;
+ line-height: 1.7;
+ margin-bottom: 1rem;
+}
+
+.section {
+ padding: 2.5rem 0;
+}
+
+.sectionTitle {
+ font-size: 1.75rem;
+ margin-bottom: 0.25rem;
+}
+
+.sectionSubtitle {
+ color: var(--ifm-color-emphasis-700);
+ margin-bottom: 1.75rem;
+}
+
+.cards {
+ display: grid;
+ grid-template-columns: repeat(auto-fill, minmax(320px, 1fr));
+ gap: 1.25rem;
+}
+
+.card {
+ display: flex;
+ flex-direction: column;
+ padding: 1.5rem;
+ border: 1px solid var(--ifm-color-emphasis-200);
+ border-radius: 12px;
+ background: var(--ifm-background-surface-color);
+ transition: border-color 0.15s ease, box-shadow 0.15s ease;
+}
+
+.card:hover {
+ border-color: var(--ifm-color-primary);
+ box-shadow: 0 4px 16px rgba(0, 0, 0, 0.06);
+}
+
+.cardHeader {
+ display: flex;
+ justify-content: space-between;
+ align-items: flex-start;
+ gap: 1rem;
+ margin-bottom: 0.75rem;
+}
+
+.cardName {
+ font-size: 1.25rem;
+ font-weight: 700;
+ margin: 0;
+}
+
+.cardName a {
+ color: inherit;
+ text-decoration: none;
+}
+
+.cardName a:hover {
+ color: var(--ifm-color-primary);
+}
+
+.cardCategory {
+ display: block;
+ margin-top: 0.25rem;
+ font-size: 0.75rem;
+ font-weight: 700;
+ letter-spacing: 0.06em;
+ text-transform: uppercase;
+ color: var(--ifm-color-primary-darker);
+}
+
+[data-theme='dark'] .cardCategory {
+ color: var(--ifm-color-primary);
+}
+
+.cardLogo {
+ height: 44px;
+ width: auto;
+ max-width: 160px;
+ object-fit: contain;
+ flex-shrink: 0;
+}
+
+.logoTile {
+ display: inline-flex;
+ align-items: center;
+ justify-content: center;
+ padding: 0.5rem 0.75rem;
+ border-radius: 8px;
+ background: #fff;
+ flex-shrink: 0;
+}
+
+[data-theme='dark'] .logoTile {
+ border: 1px solid var(--ifm-color-emphasis-200);
+}
+
+.cardBody {
+ flex: 1;
+ margin: 0;
+ line-height: 1.6;
+}
+
+.cardSource {
+ margin-top: 1rem;
+ font-size: 0.9rem;
+}
+
+.wall {
+ display: grid;
+ grid-template-columns: repeat(auto-fill, minmax(180px, 1fr));
+ gap: 1rem;
+}
+
+.wallItem {
+ display: flex;
+ flex-direction: column;
+ align-items: center;
+ justify-content: center;
+ gap: 0.6rem;
+ min-height: 120px;
+ padding: 1rem;
+ border: 1px solid var(--ifm-color-emphasis-200);
+ border-radius: 12px;
+ background: #fff;
+ color: var(--ifm-color-emphasis-800);
+ font-weight: 600;
+ font-size: 0.9rem;
+ text-align: center;
+ text-decoration: none;
+ transition: border-color 0.15s ease, box-shadow 0.15s ease;
+}
+
+[data-theme='dark'] .wallItem {
+ color: #1c1e21;
+}
+
+.wallItem:hover {
+ border-color: var(--ifm-color-primary);
+ box-shadow: 0 4px 16px rgba(0, 0, 0, 0.08);
+ text-decoration: none;
+ color: var(--ifm-color-primary-darker);
+}
+
+.wallLogo {
+ height: 64px;
+ width: auto;
+ max-width: 160px;
+ object-fit: contain;
+}
+
+.wallName {
+ font-size: 1.1rem;
+}
+
+.cta {
+ padding: 3rem 0 4rem;
+}
+
+.ctaBox {
+ padding: 2.5rem;
+ border-radius: 16px;
+ background: linear-gradient(135deg, rgba(0, 188, 212, 0.12), rgba(0, 131,
143, 0.12));
+ border: 1px solid var(--ifm-color-emphasis-200);
+}
+
+.ctaTitle {
+ font-size: 1.6rem;
+ margin-bottom: 0.5rem;
+}
+
+.ctaText {
+ max-width: 720px;
+ margin-bottom: 1.5rem;
+}
+
+.ctaActions {
+ display: flex;
+ flex-wrap: wrap;
+ gap: 1rem;
+ align-items: center;
+}
+
+.ctaAlt {
+ margin: 1rem 0 0;
+ font-size: 0.95rem;
+ color: var(--ifm-color-emphasis-700);
+}
+
+.disclaimer {
+ margin-top: 2.5rem;
+ font-size: 0.85rem;
+ line-height: 1.6;
+ color: var(--ifm-color-emphasis-600);
+}
+
+@media (max-width: 600px) {
+ .title {
+ font-size: 2rem;
+ }
+
+ .ctaBox {
+ padding: 1.5rem;
+ }
+}
diff --git a/website/src/pages/powered-by.tsx b/website/src/pages/powered-by.tsx
new file mode 100644
index 000000000..56a392199
--- /dev/null
+++ b/website/src/pages/powered-by.tsx
@@ -0,0 +1,195 @@
+import type {ReactNode} from 'react';
+import Link from '@docusaurus/Link';
+import useBaseUrl from '@docusaurus/useBaseUrl';
+import Layout from '@theme/Layout';
+import Heading from '@theme/Heading';
+
+import entries from '../data/powered-by.json';
+import styles from './powered-by.module.css';
+
+type Entry = {
+ name: string;
+ url: string;
+ category?: string;
+ description?: string;
+ source?: string;
+ logo?: string;
+};
+
+const SUBMIT_URL =
+ 'https://github.com/apache/mahout/issues/new?template=powered-by.yml';
+const DATA_FILE_URL =
+
'https://github.com/apache/mahout/blob/main/website/src/data/powered-by.json';
+
+const allEntries = entries as Entry[];
+const featured = allEntries.filter((entry) => entry.description);
+const everyone = [...allEntries].sort((a, b) =>
+ a.name.localeCompare(b.name, 'en', {sensitivity: 'base'}),
+);
+
+function Logo({entry, className}: {entry: Entry; className: string}) {
+ const src = useBaseUrl(entry.logo ?? '');
+ if (!entry.logo) {
+ return null;
+ }
+ return <img className={className} src={src} alt={`${entry.name} logo`} />;
+}
+
+function FeaturedCard({entry}: {entry: Entry}) {
+ return (
+ <article className={styles.card}>
+ <div className={styles.cardHeader}>
+ <div>
+ <h3 className={styles.cardName}>
+ <Link href={entry.url}>{entry.name}</Link>
+ </h3>
+ {entry.category && (
+ <span className={styles.cardCategory}>{entry.category}</span>
+ )}
+ </div>
+ {entry.logo && (
+ <span className={styles.logoTile}>
+ <Logo entry={entry} className={styles.cardLogo} />
+ </span>
+ )}
+ </div>
+ <p className={styles.cardBody}>{entry.description}</p>
+ {entry.source && (
+ <p className={styles.cardSource}>
+ <Link href={entry.source}>Source</Link>
+ </p>
+ )}
+ </article>
+ );
+}
+
+function WallItem({entry}: {entry: Entry}) {
+ return (
+ <Link className={styles.wallItem} href={entry.url} title={entry.name}>
+ {entry.logo ? (
+ <Logo entry={entry} className={styles.wallLogo} />
+ ) : (
+ <span className={styles.wallName}>{entry.name}</span>
+ )}
+ </Link>
+ );
+}
+
+export default function PoweredBy(): ReactNode {
+ return (
+ <Layout
+ title="Powered By"
+ description="Organizations, projects, and research groups using Apache
Mahout.">
+ <header className={styles.hero}>
+ <div className="container">
+ <div className={styles.heroInner}>
+ <Heading as="h1" className={styles.title}>
+ Powered By Apache Mahout
+ </Heading>
+ <p className={styles.lead}>
+ Apache Mahout has powered recommendation, clustering, and
+ classification systems at scale for more than a decade. Today the
+ project builds Qumat, a Python library for writing quantum
+ circuits once and running them on Qiskit, Cirq, or Amazon Braket,
+ and QDP, a GPU-accelerated engine for encoding classical data
into
+ quantum states.
+ </p>
+ <p className={styles.lead}>
+ See how organizations, developers, and researchers have built
with
+ Mahout, and add your own story.
+ </p>
+ <Link className="button button--primary button--lg"
href={SUBMIT_URL}>
+ Add your organization
+ </Link>
+ </div>
+ </div>
+ </header>
+
+ <main>
+ {featured.length > 0 && (
+ <section className={styles.section}>
+ <div className="container">
+ <Heading as="h2" className={styles.sectionTitle}>
+ How Mahout is being used
+ </Heading>
+ <p className={styles.sectionSubtitle}>
+ Use cases the community has shared.
+ </p>
+ <div className={styles.cards}>
+ {featured.map((entry) => (
+ <FeaturedCard key={entry.name} entry={entry} />
+ ))}
+ </div>
+ </div>
+ </section>
+ )}
+
+ <section className={styles.section}>
+ <div className="container">
+ <Heading as="h2" className={styles.sectionTitle}>
+ Organizations building with Mahout
+ </Heading>
+ <p className={styles.sectionSubtitle}>
+ Companies, projects, and research groups that have told the
+ community they use or have used Apache Mahout.
+ </p>
+ <div className={styles.wall}>
+ {everyone.map((entry) => (
+ <WallItem key={entry.name} entry={entry} />
+ ))}
+ </div>
+ </div>
+ </section>
+
+ <section className={styles.cta}>
+ <div className="container">
+ <div className={styles.ctaBox}>
+ <Heading as="h2" className={styles.ctaTitle}>
+ Using Mahout? Tell the community.
+ </Heading>
+ <p className={styles.ctaText}>
+ Running Qumat in production, evaluating QDP, teaching a course,
+ publishing research, or still on Mahout Classic? You are part
of
+ the story. Open a GitHub issue with the form below and a
+ committer will add you to this page.
+ </p>
+ <div className={styles.ctaActions}>
+ <Link className="button button--primary" href={SUBMIT_URL}>
+ Share your use case on GitHub
+ </Link>
+ <Link
+ className="button button--secondary"
+ to="/docs/community/mailing-lists">
+ Or email the dev list
+ </Link>
+ </div>
+ <p className={styles.ctaAlt}>
+ Prefer to send the pull request yourself? Add an entry to{' '}
+ <Link href={DATA_FILE_URL}>powered-by.json</Link> in the
+ website source.
+ </p>
+ </div>
+
+ <p className={styles.disclaimer}>
+ <strong>Disclaimer.</strong> Usage information on this page comes
+ from community submissions and publicly available sources such as
+ blog posts, conference talks, and the previous Mahout website.
+ Usage, deployment stage, and other details may change over time.
+ All company names, product names, trademarks, and logos shown
here
+ are the property of their respective owners and are used for
+ identification purposes only. Inclusion on this page does not
+ imply endorsement of Apache Mahout by these organizations, nor
+ endorsement of these organizations by the Apache Software
+ Foundation. If you represent an organization listed here and
would
+ like your entry or logo updated or removed, please{' '}
+ <Link
href="https://github.com/apache/mahout/issues/new?template=powered-by.yml";>
+ open an issue
+ </Link>{' '}
+ or email [email protected].
+ </p>
+ </div>
+ </section>
+ </main>
+ </Layout>
+ );
+}
diff --git a/website/static/img/powered-by/365media.jpg
b/website/static/img/powered-by/365media.jpg
new file mode 100644
index 000000000..a63dceaf9
Binary files /dev/null and b/website/static/img/powered-by/365media.jpg differ
diff --git a/website/static/img/powered-by/accenture.svg
b/website/static/img/powered-by/accenture.svg
new file mode 100644
index 000000000..974e517e8
--- /dev/null
+++ b/website/static/img/powered-by/accenture.svg
@@ -0,0 +1,31 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Generator: Adobe Illustrator 21.1.0, SVG Export Plug-In . SVG Version:
6.00 Build 0) -->
+
+<svg
+ version="1.1"
+ id="Layer_1"
+ x="0px"
+ y="0px"
+ viewBox="0 0 163.4 43"
+ xml:space="preserve"
+ width="163.39999"
+ height="43"
+ xmlns="http://www.w3.org/2000/svg";
+ xmlns:svg="http://www.w3.org/2000/svg";><defs
+ id="defs1" />
+<style
+ type="text/css"
+ id="style1">
+ .st0{fill:#A100FF;}
+</style>
+<g
+ id="g1">
+ <polygon
+ class="st0"
+ points="95.1,4.9 95.1,0 111.2,6.5 111.2,10.5 95.1,17 95.1,12 104.5,8.5 "
+ id="polygon1" />
+ <path
+ d="M 6.2,43 C 2.8,43 0,41.3 0,37.5 v -0.2 c 0,-4.6 4,-6.2 8.9,-6.2 h 2.3 v
-0.9 c 0,-1.9 -0.8,-3 -2.8,-3 -1.8,0 -2.7,1 -2.8,2.4 h -5 c 0.4,-4.2 3.7,-6.2
8.1,-6.2 4.5,0 7.8,1.9 7.8,6.6 V 42.6 H 11.4 V 40.4 C 10.4,41.8 8.7,43 6.2,43 Z
m 5,-6.6 V 34.6 H 9.1 c -2.6,0 -3.9,0.7 -3.9,2.4 v 0.2 c 0,1.3 0.8,2.2 2.6,2.2
1.8,-0.1 3.4,-1.1 3.4,-3 z M 28.4,43 c -5.2,0 -9,-3.2 -9,-9.6 v -0.3 c 0,-6.4
4,-9.8 9,-9.8 4.3,0 7.8,2.2 8.2,7.1 h -5 c -0.3,-1.8 -1.3,-3 -3.1,-3 -2.2,0
-3.8,1.8 -3.8,5.5 v 0.6 [...]
+ id="path1" />
+</g>
+</svg>
diff --git a/website/static/img/powered-by/adobe.svg
b/website/static/img/powered-by/adobe.svg
new file mode 100644
index 000000000..cba6327ef
--- /dev/null
+++ b/website/static/img/powered-by/adobe.svg
@@ -0,0 +1,46 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 23.0.1, SVG Export Plug-In . SVG Version:
6.00 Build 0) -->
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"; [
+ <!ENTITY ns_extend "http://ns.adobe.com/Extensibility/1.0/";>
+ <!ENTITY ns_ai "http://ns.adobe.com/AdobeIllustrator/10.0/";>
+ <!ENTITY ns_graphs "http://ns.adobe.com/Graphs/1.0/";>
+ <!ENTITY ns_vars "http://ns.adobe.com/Variables/1.0/";>
+ <!ENTITY ns_imrep "http://ns.adobe.com/ImageReplacement/1.0/";>
+ <!ENTITY ns_sfw "http://ns.adobe.com/SaveForWeb/1.0/";>
+ <!ENTITY ns_custom "http://ns.adobe.com/GenericCustomNamespace/1.0/";>
+ <!ENTITY ns_adobe_xpath "http://ns.adobe.com/XPath/1.0/";>
+]>
+<svg version="1.1" id="Livello_1" xmlns:x="&ns_extend;" xmlns:i="&ns_ai;"
xmlns:graph="&ns_graphs;"
+ xmlns="http://www.w3.org/2000/svg";
xmlns:xlink="http://www.w3.org/1999/xlink"; x="0px" y="0px" viewBox="0 0 949
239.3"
+ style="enable-background:new 0 0 949 239.3;" xml:space="preserve">
+<style type="text/css">
+ .st0{fill:#ED2224;}
+ .st1{fill:#2D2E2D;}
+</style>
+<metadata>
+ <sfw xmlns="&ns_sfw;">
+ <slices></slices>
+ <sliceSourceBounds bottomLeftOrigin="true" height="239.3"
width="949" x="0" y="0"></sliceSourceBounds>
+ </sfw>
+</metadata>
+<path class="st0" d="M170.5,0l100.3,239.3V0H170.5z M0,0v239.3L100.3,0H0z
M91.7,190.5h45.8l20.1,48.7h41.5L134.7,87.4L91.7,190.5z"
+ />
+<g>
+ <path class="st1"
d="M438.9,154.4l-11,33.1c-0.4,1.2-1,1.6-2.2,1.6h-20.1c-1.2,0-1.6-0.6-1.4-2l41.4-117.7c0.8-2,1.4-4,1.8-10.8
+
c0-0.8,0.4-1.4,1.2-1.4h27.9c1,0,1.2,0.2,1.4,1.2l46.4,129c0.2,1.2,0,1.8-1.2,1.8h-22.5c-1,0-1.6-0.4-2-1.2l-11.7-33.5H438.9z
+
M480.5,132.5c-4.2-13.3-13.7-41.2-17.7-55.2h-0.2c-3.2,13.5-11.3,37-17.3,55.2H480.5z"/>
+ <path class="st1"
d="M531.5,140.5c0-29.1,21.7-52.4,57.1-52.4c2.8,0,5.2,0.2,8.6,0.6V47.5c0-1,0.4-1.4,1.2-1.4h21.9
+
c1,0,1,0.4,1,1.2v121.3c0,4,0.4,9.2,0.8,12.9c0,1-0.2,1.4-1.2,1.8c-13.1,5.6-25.9,7.8-38,7.8C553.8,191.2,531.5,174.3,531.5,140.5z
+
M597.2,109.8c-2.6-1-5.8-1.4-9.4-1.4c-17.9,0-31.3,11.5-31.3,30.9c0,21.9,13.1,30.9,29.1,30.9c4,0,8-0.4,11.7-1.6V109.8z"/>
+ <path class="st1"
d="M737.2,139.1c0,31.1-19.9,52-48.2,52c-33.6,0-48.4-25.9-48.4-51.4c0-28.5,18.7-51.6,48.8-51.6
+ C720.4,88.1,737.2,111.6,737.2,139.1z
M665.1,139.3c0,18.5,9,31.3,24.3,31.3c12.5,0,23.1-10.2,23.1-30.9c0-16.7-7.2-31.3-24.3-31.3
+ C674.8,108.4,665.1,120.2,665.1,139.3z"/>
+ <path class="st1"
d="M778.6,46.1c1.4,0,1.8,0.2,1.8,1.6l0.2,43.2c5.4-1.8,11.7-2.8,18.3-2.8c28.9,0,47.4,20.5,47.4,47.4
+
c0,37.2-28.9,55.6-58.7,55.6c-10.4,0-20.5-1.4-30.1-4.4c-0.8-0.2-1.4-1.2-1.4-1.8V47.5c0-1,0.6-1.4,1.4-1.4H778.6z
M794.7,108.8
+
c-7,0-10.8,1-14.1,2.2v58.7c2.8,0.8,5.8,1,9.2,1c16.5,0,31.7-10.4,31.7-32.7C821.6,118.8,810.6,108.8,794.7,108.8z"/>
+ <path class="st1"
d="M885.1,145.2c0.6,14.1,9.8,25.3,30.3,25.3c9,0,17.3-1.6,24.9-4.8c0.6-0.4,1.2-0.2,1.2,0.8v16.7
+
c0,1.2-0.4,1.8-1.2,2.2c-7.6,3.6-16.5,5.8-30.1,5.8c-36.6,0-49.6-25.7-49.6-50.4c0-27.9,16.9-52.6,47.2-52.6
+
c29.7,0,41.2,23.3,41.2,42.4c0,5.6-0.2,10.2-0.8,12.5c-0.2,0.8-0.6,1.2-1.6,1.4c-2.8,0.6-10.8,0.8-20.7,0.8H885.1z
M915,127.9
+
c7.6,0,10.2,0,11-0.2c0-0.6,0-1.4,0-1.6c0-5.8-4-18.7-19.3-18.7c-13.9,0-20.1,10.6-21.7,20.5H915z"/>
+</g>
+</svg>
diff --git a/website/static/img/powered-by/aol.svg
b/website/static/img/powered-by/aol.svg
new file mode 100644
index 000000000..751f9bdf2
--- /dev/null
+++ b/website/static/img/powered-by/aol.svg
@@ -0,0 +1,60 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<svg
+ xmlns:dc="http://purl.org/dc/elements/1.1/";
+ xmlns:cc="http://creativecommons.org/ns#";
+ xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#";
+ xmlns:svg="http://www.w3.org/2000/svg";
+ xmlns="http://www.w3.org/2000/svg";
+ xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd";
+ xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape";
+ inkscape:version="1.0beta1 (32d4812, 2019-09-19)"
+ height="352.94101"
+ width="1000"
+ sodipodi:docname="AOL.svg"
+ id="svg835"
+ version="1.1"
+ title="aol logo"
+ alt="aol logo"
+ viewBox="0 0 1000 352.94101"
+ class="logo">
+ <metadata
+ id="metadata841">
+ <rdf:RDF>
+ <cc:Work
+ rdf:about="">
+ <dc:format>image/svg+xml</dc:format>
+ <dc:type
+ rdf:resource="http://purl.org/dc/dcmitype/StillImage"; />
+ <dc:title></dc:title>
+ </cc:Work>
+ </rdf:RDF>
+ </metadata>
+ <defs
+ id="defs839" />
+ <sodipodi:namedview
+ inkscape:current-layer="svg835"
+ inkscape:window-maximized="0"
+ inkscape:window-y="25"
+ inkscape:window-x="0"
+ inkscape:cy="560"
+ inkscape:cx="400"
+ inkscape:zoom="0.35"
+ showgrid="false"
+ id="namedview837"
+ inkscape:window-height="907"
+ inkscape:window-width="1600"
+ inkscape:pageshadow="2"
+ inkscape:pageopacity="0"
+ guidetolerance="10"
+ gridtolerance="10"
+ objecttolerance="10"
+ borderopacity="1"
+ inkscape:document-rotation="0"
+ bordercolor="#666666"
+ pagecolor="#ffffff" />
+ <path
+ style="stroke-width:1.17647"
+ inkscape:connector-curvature="0"
+ id="path833"
+ d="M 92.801647,71.643059 C 107.31565,28.862353 147.48588,0 192.64,0 c
45.15529,0 85.17882,28.862353 99.54588,71.643059 L 384.98706,345.02941 H
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454.18588,20.511294 434.68706,32.085529 418.12,47. [...]
+</svg>
diff --git a/website/static/img/powered-by/booz-allen-hamilton.svg
b/website/static/img/powered-by/booz-allen-hamilton.svg
new file mode 100644
index 000000000..ea152b4ba
--- /dev/null
+++ b/website/static/img/powered-by/booz-allen-hamilton.svg
@@ -0,0 +1,135 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+ xmlns:dc="http://purl.org/dc/elements/1.1/";
+ xmlns:cc="http://creativecommons.org/ns#";
+ xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#";
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diff --git a/website/static/img/powered-by/yahoo-mail.svg
b/website/static/img/powered-by/yahoo-mail.svg
new file mode 100644
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diff --git a/website/versioned_docs/version-0.6/advanced/index.md
b/website/versioned_docs/version-0.6/advanced/index.md
new file mode 100644
index 000000000..560eb08c3
--- /dev/null
+++ b/website/versioned_docs/version-0.6/advanced/index.md
@@ -0,0 +1,11 @@
+---
+title: PQC Guides
+sidebar_label: PQC Guides
+---
+
+# PQC Guides
+
+In-depth material on parameterized quantum circuits (PQCs) in Qumat. Start
with the [Parameterized Circuits](../qumat/parameterized-circuits) page for the
basics of rotation gates and parameter binding, then continue here.
+
+- [PQC Developer's Guide](./pqc): the theory, design, and applications of
PQCs, written for developers implementing them from scratch
+- [Qumat PQC Gap Analysis](./gap-analysis): what the Qumat codebase needs for
a minimally viable and then a feature-complete PQC implementation
diff --git
a/website/versioned_docs/version-0.6/community/pr-policy-and-review-guidelines.md
b/website/versioned_docs/version-0.6/community/pr-policy-and-review-guidelines.md
index 2d7e1bf2c..91949825c 100644
---
a/website/versioned_docs/version-0.6/community/pr-policy-and-review-guidelines.md
+++
b/website/versioned_docs/version-0.6/community/pr-policy-and-review-guidelines.md
@@ -1,6 +1,8 @@
---
-title: Pr Policy And Review Guidelines
+title: PR Policy and Review Guidelines
+sidebar_label: PR Policy & Review
---
+
<!--
Licensed to the Apache Software Foundation (ASF) under one or more
contributor license agreements. See the NOTICE file distributed with
@@ -18,11 +20,6 @@ See the License for the specific language governing
permissions and
limitations under the License.
-->
----
-title: PR Policy and Review Guidelines
-sidebar_label: PR Policy & Review
----
-
# PR Policy and Review Guidelines
This document defines Apache Mahout's pull request and review process, aligned
with ASF principles of openness, consensus, and merit.
diff --git a/website/versioned_sidebars/version-0.6-sidebars.json
b/website/versioned_sidebars/version-0.6-sidebars.json
index e284dc640..25312c23a 100644
--- a/website/versioned_sidebars/version-0.6-sidebars.json
+++ b/website/versioned_sidebars/version-0.6-sidebars.json
@@ -52,8 +52,9 @@
},
{
"type": "category",
- "label": "Advanced Topics",
+ "label": "PQC Guides",
"collapsed": true,
+ "link": {"type": "doc", "id": "advanced/index"},
"items": [
"advanced/pqc",
"advanced/gap-analysis"
