Counting 3,384 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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dense-ai

365

Semantic Image Segmentation in Pytorch

DALI

885

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

stellargraph

255

A Python library for machine learning on graph-structured (or equivalently, network-structured) data.

machinelearning

4359

A cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers

anna

317

A Crazy Fast, Super-Scalable, Flexibly Consistent KVS

prophet

6931

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

faiss

5241

A library for efficient similarity search and clustering of dense vectors.

polyaxon

1720

A platform that helps you build, manage and monitor deep learning models

openpose

10302

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

prose

1843

A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.

scalapy

122

Use the world of Python from the comfort of Scala!

pytorch-summary

760

Model summary in PyTorch similar to 'model.summary()' in Keras

deequ

145

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

sumy

1727

Module for automatic summarization of text documents and HTML pages.

Skater

622

Python Library for Model Agnostic Interpretation

neurojs

4168

A javascript deep learning and reinforcement learning library.

beam

2392

Apache Beam

xgboost

14390

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

torchdiffeq

898

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

cvxpy

1502

A Python-embedded modeling language for convex optimization problems.

sympy

5401

A computer algebra system written in pure Python

Arraymancer

351

A fast, ergonomic and portable tensor library in Nim with a deep learning focus

mycroft-core

2909

Mycroft Core, the Mycroft Artificial Intelligence platform.

xtensor

1012

Multi-dimensional arrays with broadcasting and lazy computing

blasjs

195

Pure Javascript (Typescript) manually written :ok_hand: implementation of BLAS (Basic Linear Algebra Subprograms). 1005 tests, 100% code coverage

PySyft

2438

A library to efficiently train Deep Learning models in a homomorphically encrypted state

featuretools

2715

A python library for automated feature engineering

libRmath.js

376

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

Prince

171

Python factor analysis library (PCA, CA, MCA, FAMD)

QNNPACK

771

A mobile-optimized implementation of quantized neural network operators