Counting 3,567 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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RubixML

449

A high-level machine learning library that allows you to build programs that learn from data using the PHP language.

incubator-mxnet

16372

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

jax

3537

GPU- and TPU-backed NumPy with differentiation and JIT compilation.

autograd

3519

Efficiently computes derivatives of numpy code.

tfjs

10459

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

nlp.js

1953

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

ml5-library

2325

Friendly machine learning for the web!

autokeras

4706

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

dgl

1471

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

libRmath.js

382

Javascript Pure Implementation of Statistical R "core" numerical libRmath.so

Open3D

1271

A Modern Library for 3D Data Processing

text

1497

Data loaders and abstractions for text and NLP

garage

226

A framework for reproducible reinforcement learning research

flair

5093

A very simple framework for state-of-the-art NLP

mmcv

632

A foundational python library for computer vision research and supports many research projects in MMLAB

graph_nets

2873

Build Graph Nets in Tensorflow

vowpal_wabbit

6114

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.

imgaug

5077

Image augmentation for machine learning experiments.

nauta

283

A multi-user, distributed computing environment for running DL model training experiments on Intel® Xeon® Scalable processor-based systems

DLTK

856

Deep Learning Toolkit for Medical Image Analysis

mars

1285

A tensor-based unified framework for large-scale data computation.

sympy

5575

A computer algebra system written in pure Python

tensorlayer

4737

A Deep Learning and Reinforcement Learning Library for Researchers and Engineers

XLearning

1453

AI on Hadoop

deeplearnjs

8347

A hardware-accelerated deep learning library for the web.

chainerrl

619

A deep reinforcement learning library built on top of Chainer.

ELL

1943

The Embedded Learning Library allows you to build and deploy machine-learned pipelines onto embedded platforms, like Raspberry Pis, Arduinos, micro:bits, and other microcontrollers.

hyperparameter_hunter

203

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

tvm

2874

End to end Tensor IR/DSL stack for deploying deep learning workloads to hardwares

natural

8432

General natural language facilities for node