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A History of
Open Source Machine Learning Tools

Click on the name of the tool to learn more about it.

Language

1993

Weka

Java

Multi-language

Shogun

1999

2000

OpenCV

Multi-language

Multi-language

Torch

2002

2003

r-spatial

R

Python

Polyaxon

2004

2007

scikit-learn

Python

Python

Theano

2007

2007

Accord.NET

C#

Multi-language

Apache Mahout

2009

2013

Caffe

Multi-language

Go

GoLearn

2014

2014

gobrain

Go

Multi-language

H2O

2015

2015

Oryx

Java

Multi-language

MLlib

2015

2015

TensorFlow

Multi-language

Python

Keras

2015

2015

Dask

Python

Python

Cortex

2016

2016

Microsoft Cognitive Toolkit

Multi-language

Multi-language

PyTorch

2016

2017

Featuretools

Python

Multi-language

BigDL

2017

2017

Ray

Multi-language

Multi-language

TVM

2017

2017

DVC

Python

Multi-language

mlflow

2018

2018

Transformers

Python

Python

Compose

2019

2019

Gradio

Python

Python

PyTorch Lightning

2019

2019

feast

Java

Python

CML

2020

2020

aesara

Python

Python

fastai

2020

2021

auto-sklearn

Python