pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

created at Oct. 6, 2017, 4:03 p.m.

252 +0

21,387 +49

3,670 +12

recommenders by recommenders-team

Best Practices on Recommendation Systems

created at Sept. 19, 2018, 10:06 a.m.

275 +0

19,279 +48

3,108 +7

rasa by RasaHQ

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

created at Oct. 14, 2016, 12:27 p.m.

356 +0

18,952 +34

4,637 +3

haystack by deepset-ai

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

created at Nov. 14, 2019, 9:05 a.m.

144 +2

17,728 +111

1,917 +9

zipline by quantopian

Zipline, a Pythonic Algorithmic Trading Library

created at Oct. 19, 2012, 3:50 p.m.

1,017 +0

17,718 +20

4,734 +3

neural-networks-and-deep-learning by mnielsen

Code samples for my book "Neural Networks and Deep Learning"

created at Nov. 13, 2012, 1:38 p.m.

1,100 +0

16,091 +25

6,604 +4

gensim by piskvorky

Topic Modelling for Humans

created at Feb. 10, 2011, 7:43 a.m.

430 +0

15,683 +24

4,380 +4

numpy-ml by ddbourgin

Machine learning, in numpy

created at April 6, 2019, 10:29 p.m.

457 +1

15,467 +92

3,721 +6

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.

151 +1

14,690 +339

2,223 +24

albumentations by albumentations-team

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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

129 +1

14,258 +30

1,649 +2

dvc by iterative

🦉 Data Versioning and ML Experiments

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

135 +0

13,902 +30

1,187 +1

sympy by sympy

A computer algebra system written in pure Python

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

291 +0

13,004 +27

4,443 +9

optuna by optuna

A hyperparameter optimization framework

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

119 +1

10,913 +41

1,037 +6

statsmodels by statsmodels

Statsmodels: statistical modeling and econometrics in Python

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

283 +0

10,150 +26

2,885 +5

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.

539 +0

9,904 +3

2,488 +2

cleanlab by cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

created at May 11, 2018, 1:55 a.m.

90 +0

9,757 +52

751 -1

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.

288 +0

9,736 +5

1,572 +0

segmentation_models.pytorch by qubvel-org

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

created at March 1, 2019, 4:21 p.m.

82 +0

9,693 +42

1,678 +4

tflearn by tflearn

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

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

456 +0

9,619 +1

2,409 +0

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 +0

9,516 +16

1,993 -1