Probably the best curated list of data science software in Python

Contents

Machine Learning

General Purpouse Machine Learning

Time Series

Automated Machine Learning

Ensemble Methods

Imbalanced Datasets

Random Forests

Extreme Learning Machine

Kernel Methods

Gradient Boosting

Deep Learning

PyTorch

TensorFlow

Keras

MXNet

Chainer

Theano

WARNING: Theano development has been stopped

Others

Data Manipulation

Data Containers

Pipelines

Feature Engineering

General

Feature Selection

Visualization

Model Explanation

Reinforcement Learning

Distributed Computing

Probabilistic Methods

Genetic Programming

Optimization

Natural Language Processing

Computer Audition

Computer Vision

Statistics

Distributed Computing

Experimentation

Evaluation

Computations

Spatial Analysis

Quantum Computing

Conversion

Contributing

Contributions are welcome! :sunglasses: Read the contribution guideline.

License

This work is licensed under the Creative Commons Attribution 4.0 International License - CC BY 4.0