deprecated.md

Deprecated packages formerly listed in awesome-python-datascience

General-purpouse ml

• skutil - A set of scikit-learn and h2o extension classes (as well as caret classes for python)

Ensemble methods

• brew - Python Ensemble Learning API

Computations

• minpy - NumPy interface with mixed backend execution.

Deep Learning

• CNTK - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit.
• Neon - Intel® Nervana™ reference deep learning framework committed to best performance on all hardware.
• Chainer - A flexible framework for neural networks.
• ChainerCV - A Library for Deep Learning in Computer Vision.
• ChainerMN - Scalable distributed deep learning with Chainer. WARNING: Theano development has been stopped
• Theano - A Python library that allows you to define, optimize, and evaluate mathematical expressions.
• Lasagne - Lightweight library to build and train neural networks in Theano.
• nolearn - A scikit-learn compatible neural network library (mainly for Lasagne).
• Blocks - A Theano framework for building and training neural networks.
• scikit-neuralnetwork - Deep neural networks without the learning cliff.
• platoon - Multi-GPU mini-framework for Theano.
• Theano-MPI - MPI Parallel framework for training deep learning models built in Theano.
• Caffe2 - A lightweight, modular, and scalable deep learning framework (now a part of PyTorch).

Probabilistic methods

• gelato - Bayesian dessert for Lasagne.