Counting 3,541 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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sparkflow

207

Easy to use library to bring Tensorflow on Apache Spark

probability

1758

Probabilistic reasoning and statistical analysis in TensorFlow

incubator-mxnet

16349

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

zipline

8326

Zipline, a Pythonic Algorithmic Trading Library

gonum

2416

A set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

ranking

836

Learning to Rank in TensorFlow

cleverhans

3480

A library for benchmarking vulnerability to adversarial examples

LocustDB

914

Massively parallel, high performance analytics database that will rapidly devour all of your data.

autokeras

4675

The ultimate goal of AutoML is to allow domain experts with limited data science or machine learning background easily accessible to deep learning models.

distiller

1356

A Python package for neural network compression research to reduce the memory footprint of a neural network, increase its inference speed and save energy

CoreMLHelpers

451

Types and functions that make it a little easier to work with Core ML in Swift.

pysparnn

713

Approximate Nearest Neighbor Search for Sparse Data in Python!

htm.java

276

Hierarchical Temporal Memory implementation in Java - an official Community-Driven Java port of the Numenta Platform for Intelligent Computing (NuPIC).

vowpal_wabbit

6103

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

h2o-3

3813

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...)

quill

1366

Compile-time Language Integrated Queries for Scala

hub

1303

A library for transfer learning by reusing parts of TensorFlow models.

graph_nets

2841

Build Graph Nets in Tensorflow

albumentations

1702

fast image augmentation library and easy to use wrapper around other libraries

mushroom

181

A Python library for Reinforcement Learning experiments.

BIDMach

886

CPU and GPU-accelerated Machine Learning Library

tfjs

10424

A WebGL accelerated, browser based JavaScript library for training and deploying ML models.

libxsmm

315

Library targeting Intel Architecture for small, dense or sparse matrix multiplications, and small convolutions.

nlp.js

1937

An NLP library built in node over Natural, with entity extraction, sentiment analysis, automatic language identify, and so more

php-ml

6647

PHP-ML - Machine Learning library for PHP

dgl

1436

Python package built to ease deep learning on graph, on top of existing DL frameworks.

incubator-singa

1545

Distributed deep learning system

trfl

2360

A library built on top of TensorFlow that exposes several useful building blocks for implementing Reinforcement Learning agents.

PocketFlow

1723

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

tensorpack

3677

A Neural Net Training Interface on TensorFlow