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reminisce pushed a change to branch numpy_prs
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
omit a2a1b68 Numpy det and slogdet operator (#15861)
omit f3f6b1d Numpy Operators: Inner, Outer, vdot (#15846)
omit 3e4a2a4 Implements ldexp. (#15845)
add a5e698a FullyConnected Bias performance improvement on GPU (#16039)
add 35ef45c Fix lack of dylib support in Makefile when use lapack (#15813)
add 985a4ca Update KL Divergence formula (#16170)
add ab2214b fix broken links (#16255)
add df34e76 Add list_ctx to ParameterDict (#16185)
add 1a2da12 [MKLDNN] NDArray reorder in C API and deconv (#16265)
add c5007ea Numpy operators: `lcm`, `tril`, `identity` and `take` (#16264)
add c69c8bf redirect to the 404 page (#16287)
add f52ddfd Fix MXNDArrayGetData (#16289)
add 7656a11 Removes git status update stop gap solution (#16285)
add 33c7b5c add google-analytics config (#16271)
add 8004a02 Fixing links for website + Fixing search (#16284)
add dc5470c Factorize CUDA_KERNEL_LOOP used in CUDA kernels (#16197)
add 01ca278 [Gluon] Support None argument in HybridBlock (#16280)
add 943bed5 add mkl installation temp fix (#16304)
add 3950a47 [MXNET-978] n-th order gradient test support. (#15611)
add 512d25a Minor fix in ToTensor documentation. (#16299)
add ea440c7 [numpy] Cosmetic improvement on mxnet.numpy builtin op
signature in documentation (#16305)
add 3ffd2c2 [MXNET-978] Fully connected, higher order grad (#14779)
add 66f1656 [MXNET-978] Higher Order Gradient Support `arcsinh`,
`arccosh`. (#15530)
add 810e67c Add fast implementation of LARS (#16122)
add 097deff add 'Release' cmake flag (#16294)
add c7f3ac9 add code of conduct and conflict resolution (#16343)
add 6931748 adding redirects so that old website API links surfaced from
searches (#16342)
add 1363b5a simple typo error in NEWS.md (#16344)
add e6e2e2e Fix code block formatting in Why MXNet doc page (#16334)
add 480b50c S3 upload artifacts (#16336)
add 8136d49 fix atol for test_preloaded_multi_sgd (#16356)
add 3244a7a Julia: add API docs back (#16363)
add b6f3235 Fix nightly scala pipeline (#16362)
add 09ae7df remove redundant branch name (#16372)
add 626fc32 Disable Pylint false error in numpy_op_signature (#16370)
add 916fbf2 boolean_mask_assign operator for future boolean indexing
(#16361)
add adf288c Implements ldexp. (#15845)
add dda90dd Numpy Operators: Inner, Outer, vdot (#15846)
add 1c0875e Numpy det and slogdet operator (#15861)
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Summary of changes:
.github/PULL_REQUEST_TEMPLATE.md | 2 +-
CODE_OF_CONDUCT.md | 43 ++
MKLDNN_README.md | 2 +-
Makefile | 8 +-
NEWS.md | 14 +-
R-package/R/zzz.R | 2 +-
R-package/README.md | 2 +-
R-package/vignettes/MultidimLstm.Rmd | 2 +-
README.md | 37 +-
benchmark/opperf/README.md | 2 +-
ci/Jenkinsfile_utils.groovy | 48 +-
ci/docker/Dockerfile.publish.ubuntu1604_cpu | 2 +
ci/docker/Dockerfile.publish.ubuntu1604_gpu | 2 +
ci/docker/install/ubuntu_mkl.sh | 2 +-
ci/docker/install/ubuntu_r.sh | 2 +-
ci/other/ci_deploy_doc.sh | 2 +-
cmake/cmake_options.yml | 2 +-
contrib/clojure-package/README.md | 6 +-
.../examples/pre-trained-models/README.md | 6 +-
.../clojure-package/examples/tutorial/README.md | 2 +-
.../examples/tutorial/src/tutorial/kvstore.clj | 2 +-
.../examples/tutorial/src/tutorial/module.clj | 2 +-
.../examples/tutorial/src/tutorial/ndarray.clj | 2 +-
.../examples/tutorial/src/tutorial/symbol.clj | 2 +-
cpp-package/README.md | 6 +-
docs/README.md | 6 +-
docs/python_docs/python/scripts/conf.py | 4 +-
.../python/tutorials/deploy/export/index.rst | 13 +-
.../python/tutorials/deploy/export/onnx.md | 150 ++++++
docs/python_docs/python/tutorials/deploy/index.rst | 6 +-
.../python/tutorials/deploy/inference/index.rst | 38 +-
.../tutorials/deploy/inference/wine_detector.md | 405 ++++++++++++++
.../python/tutorials/deploy/run-on-aws/index.rst | 8 +-
.../python/tutorials/extend/custom_layer.md | 18 +-
.../python/tutorials/extend/customop.md | 2 +-
docs/python_docs/python/tutorials/extend/index.rst | 12 +-
.../getting-started/crash-course/5-predict.md | 2 +-
.../gluon_from_experiment_to_deployment.md | 22 +-
.../python/tutorials/getting-started/index.rst | 28 +-
.../logistic_regression_explained.md | 257 +++++++++
.../tutorials/getting-started/to-mxnet/index.rst | 2 +-
.../tutorials/getting-started/to-mxnet/pytorch.md | 6 +-
.../packages/autograd/{autograd.md => index.md} | 4 +-
.../gluon/{ => blocks}/activations/activations.md | 0
.../gluon/{ => blocks}/activations/images/elu.png | Bin
.../{ => blocks}/activations/images/leakyrelu.png | Bin
.../{ => blocks}/activations/images/prelu.png | Bin
.../gluon/{ => blocks}/activations/images/relu.png | Bin
.../gluon/{ => blocks}/activations/images/selu.png | Bin
.../{ => blocks}/activations/images/sigmoid.png | Bin
.../{ => blocks}/activations/images/softrelu.png | Bin
.../{ => blocks}/activations/images/softsign.png | Bin
.../{ => blocks}/activations/images/swish.png | Bin
.../gluon/{ => blocks}/activations/images/tanh.png | Bin
.../packages/gluon/{ => blocks}/blocks.svg | 0
.../packages/gluon/{ => blocks}/custom-layer.md | 0
.../gluon/{ => blocks}/custom_layer_beginners.md | 18 +-
.../packages/gluon/{ => blocks}/hybridize.md | 8 +-
.../export.rst => packages/gluon/blocks/index.rst} | 11 +-
.../tutorials/packages/gluon/{ => blocks}/init.md | 8 +-
.../packages/gluon/{ => blocks}/naming.md | 2 +-
.../tutorials/packages/gluon/{ => blocks}/nn.md | 0
.../packages/gluon/{ => blocks}/parameters.md | 20 +-
.../packages/gluon/blocks/save_load_params.md | 281 ++++++++++
.../python/tutorials/packages/gluon/customop.md | 227 --------
.../python/tutorials/packages/gluon/data.md | 141 -----
.../gluon/{ => image}/image-augmentation.md | 0
.../tutorials/packages/gluon/image/index.rst | 6 +-
.../python/tutorials/packages/gluon/image/mnist.md | 16 +-
.../packages/gluon/image/pretrained_models.md | 8 +-
.../python/tutorials/packages/gluon/index.rst | 88 +---
.../gluon/{custom-loss => loss}/custom-loss.md | 2 +-
.../images/contrastive_loss.jpeg | Bin
.../{custom-loss => loss}/images/inuktitut_1.png | Bin
.../{custom-loss => loss}/images/inuktitut_2.png | Bin
.../export.rst => packages/gluon/loss/index.rst} | 10 +-
.../python/tutorials/packages/gluon/loss/loss.md | 24 +-
.../python/tutorials/packages/gluon/text/index.rst | 35 +-
.../tutorials/packages/gluon/text/transformer.rst | 2 +-
.../gluon/{ => training}/fit_api_tutorial.md | 10 +-
.../gluon/training/index.rst} | 11 +-
.../gluon/training/learning_rates/index.rst} | 11 +-
.../learning_rates/learning_rate_finder.md | 332 ++++++++++++
.../learning_rates/learning_rate_schedules.md | 347 ++++++++++++
.../learning_rate_schedules_advanced.md | 325 ++++++++++++
.../{ => training}/normalization/imgs/NCHW_BN.png | Bin
.../{ => training}/normalization/imgs/NCHW_IN.png | Bin
.../{ => training}/normalization/imgs/NCHW_LN.png | Bin
.../{ => training}/normalization/imgs/NTC_BN.png | Bin
.../{ => training}/normalization/imgs/NTC_IN.png | Bin
.../{ => training}/normalization/imgs/NTC_LN.png | Bin
.../normalization/imgs/data_normalization.jpeg | Bin
.../normalization/index.md} | 4 +-
.../packages/gluon/{ => training}/trainer.md | 24 +-
.../python/tutorials/packages/index.rst | 54 +-
.../python/tutorials/packages/kvstore/index.rst | 4 +-
.../python/tutorials/packages/kvstore/kvstore.md | 171 ++++++
.../python/tutorials/packages/module/index.rst | 52 --
.../tutorials/packages/ndarray/01-ndarray-intro.md | 6 +-
.../packages/ndarray/gotchas_numpy_in_mxnet.md | 187 +++++++
.../python/tutorials/packages/ndarray/index.rst | 46 +-
.../tutorials/packages/ndarray/sparse/csr.md | 562 ++++++++++++++++++++
.../ndarray/sparse/index.rst} | 9 +-
.../packages/ndarray/sparse/row_sparse.md | 584 +++++++++++++++++++++
.../tutorials/packages/ndarray/sparse/train.md | 339 ++++++++++++
.../packages/ndarray/sparse/train_gluon.md | 483 +++++++++++++++++
.../tutorials/packages/onnx/fine_tuning_gluon.md | 456 ++++++++++++++++
.../python/tutorials/packages/onnx/index.rst | 12 +-
.../packages/onnx/inference_on_onnx_model.md | 256 +++++++++
.../tutorials/packages/onnx/super_resolution.md | 140 +++++
.../packages/optimizer/{optimizer.md => index.md} | 4 +-
.../python/tutorials/packages/viz/index.rst | 7 +-
.../python/tutorials/performance/backend/amp.md | 4 +-
.../python/tutorials/performance/backend/index.rst | 21 +-
.../backend/{mkl-dnn.rst => mkldnn/index.rst} | 19 +-
.../backend/{ => mkldnn}/mkldnn_quantization.md | 8 +-
.../{MKLDNN_README.md => mkldnn/mkldnn_readme.md} | 4 +-
.../tutorials/performance/backend/profiler.md | 10 +-
.../backend/tensorrt}/index.rst | 22 +-
.../performance/backend/tensorrt/tensorrt.md | 143 +++++
.../backend/tensorrt/wavenet_optimized.svg | 1 +
.../backend/tensorrt/wavenet_unoptimized.svg | 17 +
.../tutorials/performance/compression/index.rst | 23 +-
.../python/tutorials/performance/index.rst | 10 +-
.../themes/mx-theme/mxtheme/layout.html | 2 +-
docs/static_site/src/.htaccess | 52 +-
docs/static_site/src/404.html | 10 +-
docs/static_site/src/_config_prod.yml | 3 +-
.../_includes/get_started/devices/nvidia-jetson.md | 2 +-
.../_includes/get_started/devices/raspberry_pi.md | 6 +-
.../src/_includes/get_started/get_started.html | 8 +-
.../src/_includes/get_started/linux/cpp/cpp.md | 2 +-
.../src/_includes/get_started/linux/java/cpu.md | 2 +-
.../src/_includes/get_started/linux/java/gpu.md | 2 +-
.../get_started/linux/julia/build-from-source.md | 2 +-
.../src/_includes/get_started/linux/perl/perl.md | 2 +-
.../get_started/linux/python/cpu/docker.md | 2 +-
.../_includes/get_started/linux/python/cpu/pip.md | 10 +-
.../get_started/linux/python/gpu/docker.md | 2 +-
.../src/_includes/get_started/linux/r/cpu.md | 2 +-
.../src/_includes/get_started/linux/r/gpu.md | 2 +-
.../src/_includes/get_started/macos/cpp/cpp.md | 2 +-
.../src/_includes/get_started/macos/java/cpu.md | 2 +-
.../get_started/macos/julia/build-from-source.md | 2 +-
.../src/_includes/get_started/macos/perl/perl.md | 2 +-
.../macos/python/cpu/build-from-source.md | 2 +-
.../get_started/macos/python/cpu/docker.md | 2 +-
.../macos/python/gpu/build-from-source.md | 2 +-
.../get_started/macos/python/gpu/pip_docker.md | 2 +-
.../src/_includes/get_started/macos/r/cpu.md | 2 +-
.../src/_includes/get_started/pip_snippet.md | 2 +-
.../src/_includes/get_started/windows/cpp/cpp.md | 2 +-
.../get_started/windows/julia/build-from-source.md | 2 +-
.../src/_includes/get_started/windows/perl/perl.md | 2 +-
.../windows/python/cpu/build-from-source.md | 2 +-
.../get_started/windows/python/cpu/docker.md | 2 +-
.../windows/python/gpu/build-from-source.md | 2 +-
.../src/_includes/get_started/windows/r/cpu.md | 2 +-
.../src/_includes/get_started/windows/r/gpu.md | 2 +-
.../pages/api/architecture/exception_handling.md | 2 +-
.../pages/api/architecture/note_data_loading.md | 2 +-
.../src/pages/api/architecture/note_engine.md | 1 -
.../src/pages/api/cpp/docs/tutorials/basics.md | 2 +-
docs/static_site/src/pages/api/cpp/index.md | 4 +-
.../src/pages/api/faq/add_op_in_backend.md | 30 ++
docs/static_site/src/pages/api/faq/float16.md | 2 +-
.../src/pages/api/faq/gradient_compression.md | 2 +-
docs/static_site/src/pages/api/faq/perf.md | 4 +-
docs/static_site/src/pages/api/faq/recordio.md | 2 +-
docs/static_site/src/pages/api/faq/why_mxnet.md | 1 +
.../src/pages/api/perl/docs/tutorials/ndarray.md | 2 +-
.../api/r/docs/tutorials/callback_function.md | 8 +-
.../classify_real_image_with_pretrained_model.md | 6 +-
.../pages/api/r/docs/tutorials/custom_iterator.md | 2 +-
.../api/r/docs/tutorials/custom_loss_function.md | 8 +-
.../docs/tutorials/five_minutes_neural_network.md | 8 +-
.../api/r/docs/tutorials/mnist_competition.md | 2 +-
.../pages/api/r/docs/tutorials/multi_dim_lstm.md | 2 +-
.../src/pages/api/r/docs/tutorials/ndarray.md | 12 +-
.../src/pages/api/r/docs/tutorials/symbol.md | 10 +-
.../pages/api/scala/docs/tutorials/char_lstm.md | 2 +-
.../docs/tutorials/mxnet_scala_on_intellij.md | 4 +-
docs/static_site/src/pages/community/contribute.md | 2 +-
.../src/pages/get_started/build_from_source.md | 20 +-
.../src/pages/get_started/c_plus_plus.md | 2 +-
docs/static_site/src/pages/get_started/index.html | 2 +-
.../src/pages/get_started/java_setup.md | 2 +-
.../src/pages/get_started/scala_setup.md | 2 +-
.../src/pages/get_started/ubuntu_setup.md | 5 +-
.../src/pages/get_started/windows_setup.md | 6 +-
example/MXNetTutorialTemplate.ipynb | 6 +-
example/README.md | 18 +-
example/ctc/README.md | 2 +-
example/distributed_training/README.md | 2 +-
example/gluon/audio/README.md | 2 +-
example/gluon/audio/urban_sounds/README.md | 2 +-
example/image-classification/README.md | 12 +-
example/image-classification/predict-cpp/README.md | 2 +-
example/image-classification/train_mnist.py | 2 +-
example/profiler/README.md | 4 +-
example/profiler/profiler_imageiter.py | 2 +-
example/quantization/README.md | 2 +-
example/quantization/imagenet_gen_qsym.py | 4 +-
example/quantization/imagenet_gen_qsym_mkldnn.py | 4 +-
example/quantization/imagenet_inference.py | 4 +-
example/rnn/bucketing/README.md | 2 +-
example/rnn/old/README.md | 2 +-
example/sparse/README.md | 2 +-
example/sparse/linear_classification/README.md | 4 +-
example/ssd/quantization.py | 4 +-
include/mxnet/tensor_blob.h | 2 +-
julia/docs/src/api/ndarray.md | 18 +-
julia/docs/src/api/symbolic-node.md | 11 +-
julia/docs/src/index.md | 2 +-
julia/docs/src/tutorial/char-lstm.md | 4 +-
julia/docs/src/user-guide/install.md | 2 +-
julia/docs/src/user-guide/overview.md | 2 +-
.../lib/AI/MXNet/Gluon/ModelZoo.pm | 2 +-
perl-package/AI-MXNet/Changes | 2 +-
perl-package/AI-MXNet/examples/mnist.pl | 2 +-
perl-package/AI-MXNet/lib/AI/MXNet.pm | 4 +-
perl-package/AI-MXNet/lib/AI/MXNet/Gluon.pm | 2 +-
perl-package/AI-MXNet/lib/AI/MXNet/Gluon/Block.pm | 4 +-
.../AI-MXNet/lib/AI/MXNet/Gluon/Trainer.pm | 2 +-
perl-package/AI-MXNet/lib/AI/MXNet/IO.pm | 2 +-
perl-package/AI-MXNet/lib/AI/MXNet/LinAlg.pm | 4 +-
perl-package/AI-MXNet/lib/AI/MXNet/Metric.pm | 2 +-
perl-package/AI-MXNetCAPI/Changes | 2 +-
perl-package/AI-MXNetCAPI/README | 2 +-
perl-package/AI-NNVMCAPI/Changes | 2 +-
perl-package/AI-NNVMCAPI/README | 2 +-
perl-package/README.md | 4 +-
python/README.md | 2 +-
python/mxnet/__init__.py | 5 +-
python/mxnet/_numpy_op_doc.py | 30 +-
python/mxnet/context.py | 2 +-
python/mxnet/gluon/block.py | 194 +++++--
python/mxnet/gluon/data/vision/transforms.py | 2 +-
python/mxnet/gluon/loss.py | 2 +-
python/mxnet/gluon/parameter.py | 10 +-
python/mxnet/gluon/trainer.py | 2 +-
python/mxnet/module/base_module.py | 8 +-
python/mxnet/ndarray/numpy/_op.py | 207 +++++++-
python/mxnet/numpy/multiarray.py | 200 ++++++-
python/mxnet/numpy_dispatch_protocol.py | 4 +
python/mxnet/numpy_op_signature.py | 72 +++
python/mxnet/optimizer/optimizer.py | 271 +++++++++-
python/mxnet/symbol/numpy/_symbol.py | 168 +++++-
scala-package/README.md | 16 +-
.../javaapi/infer/objectdetector/README.md | 6 +-
.../javaapi/infer/predictor/README.md | 2 +-
.../org/apache/mxnetexamples/benchmark/README.md | 2 +-
.../mxnetexamples/cnntextclassification/README.md | 4 +-
.../mxnetexamples/infer/imageclassifier/README.md | 2 +-
.../mxnetexamples/infer/objectdetector/README.md | 2 +-
scala-package/packageTest/README.md | 2 +-
scala-package/spark/README.md | 2 +-
setup-utils/install-mxnet-osx-python.sh | 4 +-
src/c_api/c_api.cc | 6 +
src/common/cuda_utils.h | 76 ++-
src/operator/contrib/count_sketch.cu | 4 -
src/operator/contrib/deformable_psroi_pooling.cu | 4 -
src/operator/contrib/multi_lars-inl.h | 100 ++++
src/operator/contrib/multi_lars.cc | 56 ++
.../{numpy/np_init_op.cu => contrib/multi_lars.cu} | 27 +-
src/operator/contrib/multi_sum_sq-inl.h | 100 ++++
src/operator/contrib/multi_sum_sq.cc | 84 +++
src/operator/contrib/multi_sum_sq.cu | 173 ++++++
src/operator/contrib/preloaded_multi_sgd-inl.h | 332 ++++++++++++
src/operator/contrib/preloaded_multi_sgd.cc | 245 +++++++++
.../preloaded_multi_sgd.cu} | 36 +-
src/operator/contrib/psroi_pooling.cu | 4 -
src/operator/contrib/roi_align.cu | 11 +-
src/operator/correlation.cu | 6 +-
src/operator/custom/custom.cc | 2 +-
src/operator/elemwise_op_common.h | 19 +
src/operator/linalg.h | 1 +
src/operator/mshadow_op.h | 43 ++
src/operator/mxnet_op.h | 10 +
src/operator/nn/fully_connected-inl.h | 424 +++++++++++++--
src/operator/nn/fully_connected.cc | 56 +-
src/operator/nn/layer_norm-inl.h | 2 +-
src/operator/nn/layer_norm.cu | 2 +-
src/operator/nn/mkldnn/mkldnn_deconvolution.cc | 11 +-
src/operator/nn/softmax-inl.h | 2 +-
src/operator/numpy/np_boolean_mask_assign.cc | 270 ++++++++++
src/operator/numpy/np_boolean_mask_assign.cu | 229 ++++++++
src/operator/numpy/np_broadcast_reduce_op.h | 9 +
src/operator/numpy/np_elemwise_broadcast_op.cc | 33 ++
src/operator/numpy/np_elemwise_broadcast_op.cu | 6 +
src/operator/numpy/np_init_op.cc | 10 +
src/operator/numpy/np_init_op.cu | 3 +
src/operator/numpy/np_init_op.h | 41 +-
src/operator/numpy/np_tril_op-inl.h | 233 ++++++++
src/operator/numpy/np_tril_op.cc | 61 +++
.../numpy/{np_init_op.cu => np_tril_op.cu} | 29 +-
src/operator/operator_tune.cc | 1 +
src/operator/optimizer_op-inl.h | 2 +-
src/operator/tensor/broadcast_reduce_op.h | 2 +-
src/operator/tensor/elemwise_unary_op_trig.cc | 52 +-
src/operator/tensor/indexing_op.cc | 4 +
src/operator/tensor/indexing_op.cu | 4 +
src/operator/tensor/indexing_op.h | 10 +-
.../broken_link_checker_test/JenkinsfileForBLC | 2 +-
.../broken_link_checker_test/test_broken_links.py | 4 +-
tests/nightly/test_optimizer.py | 93 ++++
tests/python/gpu/test_operator_gpu.py | 153 ++++++
tests/python/unittest/test_gluon.py | 102 ++++
tests/python/unittest/test_gluon_utils.py | 2 +-
tests/python/unittest/test_higher_order_grad.py | 276 +++++++++-
tests/python/unittest/test_numpy_ndarray.py | 45 ++
tests/python/unittest/test_numpy_op.py | 261 +++++++++
tools/caffe_translator/README.md | 4 +-
tools/caffe_translator/faq.md | 4 +-
tools/coreml/pip_package/README.rst | 2 +-
tools/pip/doc/CPU_ADDITIONAL.md | 2 +-
tools/pip/doc/CU100MKL_ADDITIONAL.md | 2 +-
tools/pip/doc/CU100_ADDITIONAL.md | 2 +-
tools/pip/doc/CU75MKL_ADDITIONAL.md | 2 +-
tools/pip/doc/CU75_ADDITIONAL.md | 2 +-
tools/pip/doc/CU80MKL_ADDITIONAL.md | 2 +-
tools/pip/doc/CU80_ADDITIONAL.md | 2 +-
tools/pip/doc/CU90MKL_ADDITIONAL.md | 2 +-
tools/pip/doc/CU90_ADDITIONAL.md | 2 +-
tools/pip/doc/CU91MKL_ADDITIONAL.md | 2 +-
tools/pip/doc/CU91_ADDITIONAL.md | 2 +-
tools/pip/doc/CU92MKL_ADDITIONAL.md | 2 +-
tools/pip/doc/CU92_ADDITIONAL.md | 2 +-
tools/pip/doc/MKL_ADDITIONAL.md | 2 +-
329 files changed, 10905 insertions(+), 1404 deletions(-)
create mode 100644 CODE_OF_CONDUCT.md
create mode 100644 docs/python_docs/python/tutorials/deploy/export/onnx.md
create mode 100644
docs/python_docs/python/tutorials/deploy/inference/wine_detector.md
rename docs/python_docs/python/tutorials/{packages/gluon =>
getting-started}/gluon_from_experiment_to_deployment.md (88%)
create mode 100644
docs/python_docs/python/tutorials/getting-started/logistic_regression_explained.md
rename docs/python_docs/python/tutorials/packages/autograd/{autograd.md =>
index.md} (98%)
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