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by johnh2o2
2924 days ago
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Edward http://edwardlib.org/ An amazing Python library built atop Keras and Tensorflow for composing and training probabilistic models in just a few lines. If you're interested in machine learning and/or Bayesian statistics and modeling, you owe it to yourself to check this library out. The webpage has several different tutorials that are all super interesting. I don't know too much, but I believe this library will be superseded by Tensorflow Probability (Dustin Tran, who writes & maintains Edward is also on the TF Probability team). https://medium.com/tensorflow/introducing-tensorflow-probabi... Either one of these are super super valuable if you're looking to play around with and invent new ML algorithms, since you can do in 5 lines what would have taken you 1,000 lines and 4 days of debugging to do without these libraries. |
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