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Bayesian

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  1. Introduction to Bayesian Inference
  2. An Intro To Probablistic Programming
  3. Fitting a Multivariate Normal Model in PyMC3 with an LKJ Prior
  4. Bayesian Linear Regression Models with PyMC3
  5. Bayesian Deep Learning Part II: Bridging PyMC3 and Lasagne to build a Hierarchical Neur...
  6. The First Release of PyMC3
  7. 6 more

Resources

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  1. Home | Slocum

Notebooks

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  1. TH's Notes
  2. markdregan/Bayesian-Modelling-in-Python
  3. Notebook Gallery
  4. ipython/ipython
  5. Notebook Gallery
  6. Gallery of Jupyter Notebooks
  7. 1 more

Tutorials

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  1. format for great good!
  2. deeplearning.pdf
  3. Improving your python style
  4. The Glowing Python
  5. SymPy tutorial
  6. NumPy v1.10 Manual
  7. 3 more

Numerical

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  1. Seaborn
  2. PyMC
  3. Bokeh
  4. plotly
  5. Matplotlib
  6. pandas
  7. 4 more

Compilers

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  1. PyPy
  2. Nuitka
  3. Numba
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