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Notebooks related to Bayesian methods for machine learning

Jupyter Notebook 116 17 Updated Aug 27, 2018

Scikit-learn style cross-validation classes for time series data

Python 20 4 Updated Oct 5, 2018

Short introduction to Bayesian statistical modelling with PyMC3

Jupyter Notebook 11 3 Updated Sep 5, 2018

Pandas ExtensionDType/Array backed by Apache Arrow

Python 68 5 Updated Oct 16, 2018

Simplified version of the Facebook Prophet model re-implemented in PyMC3

Python 104 9 Updated Oct 8, 2018

Create, list, and load GitHub Gists from Jupyter notebooks

Python 56 16 Updated Apr 13, 2018

Quickly move data from postgres to numpy or pandas.

C 24 5 Updated Dec 18, 2017

A unified approach to explain the output of any machine learning model.

Jupyter Notebook 2,344 258 Updated Oct 10, 2018

Lime: Explaining the predictions of any machine learning classifier

JavaScript 4,681 684 Updated Oct 9, 2018

my blog

Jupyter Notebook 165 122 Updated Sep 24, 2018

Probabilistic reasoning and statistical analysis in TensorFlow

Jupyter Notebook 1,257 227 Updated Oct 16, 2018

A system for parallel and distributed Python that unifies the ML ecosystem.

Python 4,465 607 Updated Oct 16, 2018

Create and renew website certificates using the Letsencrypt free certificate authority.

Shell 68 41 Updated Oct 10, 2018

A browser-based interface for creating experiments with jsPsych

JavaScript 15 4 Updated Jun 23, 2018
Jupyter Notebook 85 12 Updated Oct 6, 2018

A docker-compose configuration file to run psiturk with MySQL support and a NGINX reverse proxy.

HTML 3 3 Updated Dec 29, 2017

Uniform Manifold Approximation and Projection

Python 1,982 155 Updated Oct 16, 2018

Deep universal probabilistic programming with Python and PyTorch

Python 4,392 468 Updated Oct 16, 2018

Scalable Machine Learn with Dask

Python 358 83 Updated Oct 16, 2018

N-D labeled arrays and datasets in Python

Python 975 305 Updated Oct 16, 2018

move to https://github.com/dmlc/tvm/

C++ 1,547 282 Updated Sep 11, 2018

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

Python 11,030 1,808 Updated Oct 15, 2018

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic …

Python 8,526 2,452 Updated Oct 15, 2018

A clear, concise, simple yet powerful and efficient API for deep learning.

Jupyter Notebook 2,243 226 Updated Feb 27, 2018

A PyTorch-based library for probabilistic programming and inference compilation

Python 178 17 Updated Oct 15, 2018

A Bayesian model of series convergence using Gaussian sums

Python 3 Updated May 16, 2018

A Library for Bayesian Deep Learning, Generative Models, Based on Tensorflow

Python 1,382 270 Updated Oct 11, 2018

Cloud Native Presentation Slides with Jupyter Notebook + Reveal.js

HTML 582 129 Updated Aug 14, 2017

Python module for Barnes-Hut implementation of t-SNE (Cython)

C++ 84 19 Updated May 22, 2018

Using multidimensional LSTM neural networks to create a forecast for Bitcoin price

Jupyter Notebook 224 84 Updated Jul 15, 2017