This recent thread might be useful to differentiate Spatial and Temporal
aspects:

https://www.mail-archive.com/[email protected]/msg07023.html

On Sat, Jan 16, 2016 at 1:26 PM, Kumari Shalini <[email protected]>
wrote:

> Can you please suggest way to transform my data into temporal data? And
> want to know difference between spatial and temporal.
> And the HTML data are not going to poll over time.
>
>
> --
> Kumari Shalini
>
> On Sat, Jan 16, 2016 at 9:27 PM, Kumari Shalini <[email protected]>
> wrote:
>
>> My goal is just to classify data according to category. I have category ,
>> and then I have to classify data which I have in my database to which
>> category data belongs.
>>
>> --
>> Kumari Shalini
>>
>> On Sat, Jan 16, 2016 at 3:12 AM, Matthew Taylor <[email protected]> wrote:
>>
>>> Kumari,
>>>
>>> You have to think about how you can transform your data into temporal
>>> data. HTML data is spatial in nature. Are you going to be polling for HTML
>>> documents over time? Are there any stats you can collect about the
>>> documents over time that change significantly?
>>>
>>> A better question... what exactly is your goal?
>>>
>>> Regards,
>>>
>>> ---------
>>> Matt Taylor
>>> OS Community Flag-Bearer
>>> Numenta
>>>
>>> On Fri, Jan 15, 2016 at 11:45 AM, Kumari Shalini <
>>> [email protected]> wrote:
>>>
>>>> Hi,
>>>>
>>>> I have some questions to ask? How will I get to know the data type like
>>>> scalar and how to know the dimensions of data?
>>>>
>>>> My data is a raw html data and my data is fully present at a point of
>>>> time , so how to use standard classification method?
>>>>
>>>> --
>>>> Kumari Shalini
>>>>
>>>> On Tue, Jan 12, 2016 at 1:19 AM, Chandan Maruthi <
>>>> [email protected]> wrote:
>>>>
>>>>> Kumari,
>>>>> I think your problem/usecase here is that of classification. Lookup
>>>>> classification methods in data science/AI to help your case.
>>>>> You would use Nupic if your data has a temporal [time dependent]
>>>>> pattern in it, For example notes of a  song, temperature during a day etc.
>>>>>
>>>>> If  you pattern is not temporal. and is represented fully by the data
>>>>> present at a point of time then you can use standard classification 
>>>>> methods.
>>>>>
>>>>> Regards
>>>>> Chandan
>>>>>
>>>>>
>>>>> Regards
>>>>> Chandan
>>>>>
>>>>> On Mon, Jan 11, 2016 at 7:45 AM, Kumari Shalini <
>>>>> [email protected]> wrote:
>>>>>
>>>>>> Hi,
>>>>>>
>>>>>> I have gone through the links and video and understand what is
>>>>>> numenta and what is the use. So, I want to know to how to write code for
>>>>>> encoding data.
>>>>>> For example- I have huge amount of data and a category to which the
>>>>>> data belongs.
>>>>>> Now, I have some some more data coming and now I have to predict to
>>>>>> which category the data belongs, Then how to do this? Please help me in
>>>>>> understanding .
>>>>>>
>>>>>> What Im understanding is I have to convert the category and data to
>>>>>> SDR and then convert the coming data to SDR then I have to match with all
>>>>>> the category SDR, to which itmatches more the data belongs to that
>>>>>> category. Am i right?
>>>>>> If I'm not correct then please correct me.
>>>>>>
>>>>>> Now, I want to know Is there any documentation to how to write code
>>>>>> to encode data.
>>>>>> I have to write code in python.
>>>>>>
>>>>>> Please help me.
>>>>>>
>>>>>> --
>>>>>> Kumari Shalini
>>>>>>
>>>>>
>>>>>
>>>>>
>>>>> --
>>>>> Regards
>>>>> Chandan Maruthi
>>>>>
>>>>>
>>>>
>>>
>>
>

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