Answers.Body: <p>If you search <a href="https://paperswithcode.com/" rel="nofollow noreferrer">Papers with Code</a> for <a href="https://paperswithcode.com/search?q_meta=&amp;q=python+%22machine+learning%22" rel="nofollow noreferrer"><code>python "machine learning"</code></a> (or a more specific query) you will get numerous results. Note these will be mostly scientific applications or methods.</p>
  
Answers.ContentLicense: CC BY-SA 4.0
Answers.CreationDate: 2020-05-26T05:20:57.077Z
Answers.Text: Not what I really wanted. Youre talking about libraries such as tf or pytorch just different, and I meant projects that use such libraries for some practical real life application on some real data set.
Answers.UserDisplayName: GKozinski
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Answers.CreationDate: 2020-05-25T09:42:52.657Z
Answers.LastActivityDate: 2020-05-25T09:42:52.657Z
Answers.UserDisplayName: brazofuerte
Answers.Body: <p>The best way is probably to Google it with "[org name] tensorflow github" and look what you get.</p>
  
  <p>For instance I found:</p>
  
  <p><a href="https://github.com/microsoft/MMdnn" rel="nofollow noreferrer">Microsoft</a></p>
  
  <p><a href="https://github.com/NVIDIA/tensorflow-determinism" rel="nofollow noreferrer">Nvidia</a></p>
  
  <p><a href="https://github.com/tensorflow/ngraph-bridge" rel="nofollow noreferrer">Intel</a></p>
  
Answers.ContentLicense: CC BY-SA 4.0
Answers.CreationDate: 2019-11-26T23:37:40.317Z
Answers.LastActivityDate: 2019-11-26T23:37:40.317Z
Answers.UserDisplayName: Rexcirus
Answers.Body: <p>Find some opensource projects like <a href="https://github.com/karpathy/arxiv-sanity-preserver" rel="nofollow noreferrer">Arxiv sanity</a> by andrej karpathy which finds ML related papers from arxiv.org. You can find similar opensource applications.</p>
  
Answers.ContentLicense: CC BY-SA 4.0
Answers.CreationDate: 2019-12-27T08:20:08.297Z
Answers.LastActivityDate: 2019-12-27T08:20:08.297Z
Answers.UserDisplayName: SajanGohil
Body: <p>Problems I often face at work usually differ from tutorial or book-like examples so I end up with a code that works but it's not elegant and takes too much time to write.</p>
  
  <p>I wanted to ask you if there are some publicly accesible examples or repositories of Python codes that deal with machine learning development and application process but were created in a real company or organisation to develop their real-life products or services?</p>
  
  <p>EDIT: What I do not think about are libraries or packages repositories such as tensorflow. I would like to see some codes of projects that for example use tensorflow to create some other product or service.</p>
  
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2019-11-22T10:14:14.830Z
Comments.Text: This is an interesting question, but likely to be a very rare result, since any code that gives a company a commercial edge directly on a core task is likley to remain private and proprietary. I'm assuming you will not want to include e.g. TensorFlow or other frameworks published by the big tech companies? These could be interpreted to meet your criteria in theory. For instance Google really does use TensforFlow internally, that's the reason it has so many options for deployment. However, they don't generally make full code for their services that *use* TF models public.
Comments.UserDisplayName: Neil Slater
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2019-11-22T10:19:08.523Z
Comments.Text: Yes, tensorflow is pretty close to what I need, but in this question I wanted to ask about some code examples that for example already use packages like tensorflow to pursue other tasks.
Comments.UserDisplayName: GKozinski
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2019-11-22T10:21:02.443Z
Comments.Text: Maybe some non-profit working projects?
Comments.UserDisplayName: GKozinski
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2019-11-23T17:37:42.763Z
Comments.Text: If you are not looking for something like TF, edit your post to clarify what you are exactly looking for. In general, you should try to be more specific.
Comments.UserDisplayName: nbro
Tags: <machine-learning><python><applications>
Title: Are there any public real-life code examples of ML applications in Python?
UserDisplayName: GKozinski
ThreadText: # Are there any public real-life code examples of ML applications in Python?
  
  (Asked by: username_0 on 2019-11-22)
  
  Problems I often face at work usually differ from tutorial or book-like examples so I end up with a code that works but it's not elegant and takes too much time to write.
  
  I wanted to ask you if there are some publicly accesible examples or repositories of Python codes that deal with machine learning development and application process but were created in a real company or organisation to develop their real-life products or services?
  
  EDIT: What I do not think about are libraries or packages repositories such as tensorflow. I would like to see some codes of projects that for example use tensorflow to create some other product or service.
  
  **Tags:** machine-learning, python, applications
  > **Comments:**
  > **username_1**: This is an interesting question, but likely to be a very rare result, since any code that gives a company a commercial edge directly on a core task is likley to remain private and proprietary. I'm assuming you will not want to include e.g. TensorFlow or other frameworks published by the big tech companies? These could be interpreted to meet your criteria in theory. For instance Google really does use TensforFlow internally, that's the reason it has so many options for deployment. However, they don't generally make full code for their services that *use* TF models public.  
  > **username_0**: Yes, tensorflow is pretty close to what I need, but in this question I wanted to ask about some code examples that for example already use packages like tensorflow to pursue other tasks.  
  > **username_0**: Maybe some non-profit working projects?  
  > **username_2**: If you are not looking for something like TF, edit your post to clarify what you are exactly looking for. In general, you should try to be more specific.  
  
  ---
  
  ## 3 answers
  
  ### Answer by username_3 on 2020-05-25. Score: 1
  
  If you search [Papers with Code](https://paperswithcode.com/) for [`python "machine learning"`](https://paperswithcode.com/search?q_meta=&q=python+%22machine+learning%22) (or a more specific query) you will get numerous results. Note these will be mostly scientific applications or methods.
  
  > **Comments:**
  > **username_0**: Not what I really wanted. Youre talking about libraries such as tf or pytorch just different, and I meant projects that use such libraries for some practical real life application on some real data set.  
  
  ---
  
  ### Answer by username_4 on 2019-11-26. Score: 1
  
  The best way is probably to Google it with "[org name] tensorflow github" and look what you get.
  
  For instance I found:
  
  [Microsoft](https://github.com/microsoft/MMdnn)
  
  [Nvidia](https://github.com/NVIDIA/tensorflow-determinism)
  
  [Intel](https://github.com/tensorflow/ngraph-bridge)
  
  
  ---
  
  ### Answer by username_5 on 2019-12-27. Score: 0
  
  Find some opensource projects like [Arxiv sanity](https://github.com/karpathy/arxiv-sanity-preserver) by andrej karpathy which finds ML related papers from arxiv.org. You can find similar opensource applications.
  
  
  ---
  
  