Counting 2,653 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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incubator-beam

1837

Apache Beam is a unified model for defining both batch and streaming data-parallel processing pipelines

NNPACK

1070

Acceleration package for neural networks on multi-core CPUs

PyTables

714

A Python package to manage extremely large amounts of data

incubator-predictionio

11242

PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.

pytorch-segmentation-detection

184

Image Segmentation and Object Detection in Pytorch

snips-nlu

1425

Snips Python library to extract meaning from text

hub

381

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

quick-nlp

170

Pytorch NLP library based on FastAI

SkimCaffe

163

Caffe for Sparse Convolutional Neural Network

armnn

60

Arm NN ML software

sarama

2820

Sarama is a Go library for Apache Kafka 0.8, 0.9, and 0.10.

dlib

4731

A toolkit for making real world machine learning and data analysis applications in C++

tfjs

6293

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

incubator-mxnet

13762

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

tensor2tensor

3829

A library for generalized sequence to sequence models

sympy

4798

A computer algebra system written in pure Python

scipy

4369

SciPy is open-source software for mathematics, science, and engineering

skorch

1118

A scikit-learn compatible neural network library that wraps pytorch

allennlp

1973

An open-source NLP research library, built on PyTorch.

mycroft-core

2320

Mycroft Core, the Mycroft Artificial Intelligence platform.

openpose

6822

A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library

brain.js

4927

Neural networks in JavaScript

baselines

3955

High-quality implementations of reinforcement learning algorithms

natural

7676

General natural language facilities for node

blis

309

BLAS-like Library Instantiation Software Framework

sumy

1401

Module for automatic summarization of text documents and HTML pages.

probability

479

Probabilistic reasoning and statistical analysis in TensorFlow

Bender

1487

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

Augmentor

1691

An image augmentation library in Python for machine learning that allows for finer grained control over augmentation, and implements as many augmentation procedures as possible

tf-openpose

732

Openpose from CMU implemented using Tensorflow with Custom Architecture for fast inference.