gf712

bitwise

Bitwise is an educational project where we create the software/hardware stack for a computer from scratch.

keras-tqdm

Keras integration with TQDM progress bars

openff-toolkit

The Open Forcefield Toolkit provides implementations of the SMIRNOFF format, parameterization engine, and other tools. Documentation available at http://open-forcefield-toolkit.readthedocs.io

tldr

📚 Collaborative cheatsheets for console commands

cpython

The Python programming language

stopwords

Default English stopword lists from many different sources

optunity

optimization routines for hyperparameter tuning

pycon2017-optimizing-pandas

Materials for PyCon 2017 presentation on optimizing Pandas code

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

awesome-deep-learning-papers

The most cited deep learning papers

mlens

ML-Ensemble – high performance ensemble learning

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

tsfresh

Automatic extraction of relevant features from time series:

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

keras

Deep Learning for humans

tsne

A python wrapper for Barnes-Hut tsne

Kaggle-Ensemble-Guide

Code for the Kaggle Ensembling Guide Article on MLWave

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Data-Exploration-and-Numerical-Experimentation

BayesBoost

Bayesian Optimization using xgboost and sklearn API

lectures

Oxford Deep NLP 2017 course

pymc

Bayesian Modeling and Probabilistic Programming in Python

vdjtools

Post-analysis of immune repertoire sequencing data

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

akka

Build highly concurrent, distributed, and resilient message-driven applications on the JVM