PySyft by OpenMined

Perform data science on data that remains in someone else's server

created at July 18, 2017, 8:41 p.m.

198 +1

9,299 +11

1,986 +3

CoreNLP by stanfordnlp

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

created at June 27, 2013, 9:13 p.m.

488 +0

9,501 +13

2,694 +0

tpot by EpistasisLab

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

created at Nov. 3, 2015, 9:08 p.m.

287 +0

9,535 +13

1,548 +1

tflearn by tflearn

Deep learning library featuring a higher-level API for TensorFlow.

created at March 31, 2016, 12:05 p.m.

457 +0

9,611 +2

2,413 +0

statsmodels by statsmodels

Statsmodels: statistical modeling and econometrics in Python

created at June 12, 2011, 5:04 p.m.

280 +0

9,620 +15

2,826 +2

weaviate by semi-technologies

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

created at March 30, 2016, 3:03 p.m.

110 +1

9,813 +84

668 +12

optuna by optuna

A hyperparameter optimization framework

created at Feb. 21, 2018, 6:12 a.m.

117 +0

9,824 +59

960 +3

Theano by Theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

created at Aug. 10, 2011, 3:48 a.m.

541 +0

9,856 +1

2,486 +1

deepface by serengil

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

created at Feb. 8, 2020, 8:42 p.m.

135 +0

10,356 +77

1,846 +6

natural by NaturalNode

general natural language facilities for node

created at May 7, 2011, 2:35 a.m.

244 +0

10,500 +10

859 +0

turicreate by apple

Turi Create simplifies the development of custom machine learning models.

created at Dec. 1, 2017, 12:42 a.m.

338 +0

11,159 +5

1,133 -1

compromise by spencermountain

modest natural-language processing

created at July 5, 2011, 9:04 a.m.

165 +0

11,235 +21

640 +1

lime by marcotcr

Lime: Explaining the predictions of any machine learning classifier

created at March 15, 2016, 10:18 p.m.

264 +0

11,344 +17

1,787 +0

sympy by sympy

A computer algebra system written in pure Python

created at April 30, 2010, 8:37 p.m.

295 +0

12,478 +13

4,314 +0

predictionio by apache

PredictionIO, a machine learning server for developers and ML engineers.

created at Jan. 25, 2013, 7:42 p.m.

755 +0

12,546 +0

1,935 +0

annoy by spotify

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

created at April 1, 2013, 8:29 p.m.

317 +0

12,786 +16

1,146 +4

dvc by iterative

🦉 ML Experiments and Data Management with Git

created at March 4, 2017, 8:16 a.m.

140 +0

13,229 +27

1,149 +1

deeplearning4j by deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

created at Nov. 27, 2013, 2:03 a.m.

767 -1

13,462 +6

3,823 -1

albumentations by albumentations-team

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

created at June 6, 2018, 3:10 a.m.

129 +0

13,542 +35

1,600 +2

kaldi by kaldi-asr

kaldi-asr/kaldi is the official location of the Kaldi project.

created at April 20, 2015, 5:23 p.m.

700 +0

13,809 +12

5,271 +2