Alternative Machine Learning packages for Python
Updated :
May 25, 2022
best-of-ml-python
Github stargazers
9786
Github forks
1516
Commits
253
Code contributors Contributors
31
πŸ† A ranked list of awesome machine learning Python libraries. Updated weekly.
Created
Nov. 29, 2020
Updated
May 19, 2022
License
cc-by-sa-4.0
Github repo
Type
Module/library
Primary Language, based on Github DataLanguage
Python
dvc
Github stargazers
9740
Github forks
930
Commits
7550
Code contributors Contributors
244
πŸ¦‰Data Version Control | Git for Data & Models | ML Experiments Management
Created
March 4, 2017
Updated
May 25, 2022
License
apache-2.0
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
652
Homepage
MLAlgorithms
Github stargazers
8905
Github forks
1571
Commits
146
Code contributors Contributors
25
Minimal and clean examples of machine learning algorithms implementations
Created
Oct. 5, 2016
Updated
Jan. 31, 2022
License
mit
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
8
ludwig
Github stargazers
8302
Github forks
982
Commits
2602
Code contributors Contributors
116
Data-centric declarative deep learning framework
Created
Dec. 27, 2018
Updated
May 24, 2022
License
apache-2.0
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
208
Homepage
kedro
Github stargazers
7231
Github forks
664
Commits
1920
Code contributors Contributors
140
A Python framework for creating reproducible, maintainable and modular data science code.
Created
April 18, 2019
Updated
May 25, 2022
License
apache-2.0
Github repo
Type
Tool/utility
Primary Language, based on Github DataLanguage
Python
Issues
115
Homepage
Hub
Github stargazers
4530
Github forks
378
Commits
5763
Code contributors Contributors
66
Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
Created
Aug. 9, 2019
Updated
May 24, 2022
License
mpl-2.0
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
56
mlxtend
Github stargazers
3937
Github forks
767
Commits
1337
Code contributors Contributors
82
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Created
Aug. 14, 2014
Updated
May 24, 2022
License
other
Github repo
Type
Module/library
Primary Language, based on Github DataLanguage
Python
Issues
128
snips-nlu
Github stargazers
3652
Github forks
499
Commits
2154
Code contributors Contributors
15
Snips Python library to extract meaning from text
Created
Feb. 8, 2017
Updated
May 3, 2021
License
apache-2.0
Github repo
Type
Module/library
Primary Language, based on Github DataLanguage
Python
Issues
61
feast
Github stargazers
3203
Github forks
566
Commits
2500
Code contributors Contributors
128
Feature Store for Machine Learning
Created
Dec. 10, 2018
Updated
May 23, 2022
License
apache-2.0
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
136
Homepage
hub
Github stargazers
3125
Github forks
1653
Commits
1061
Code contributors Contributors
89
A library for transfer learning by reusing parts of TensorFlow models.
Created
March 12, 2018
Updated
May 23, 2022
License
apache-2.0
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
16
mlfinlab
Github stargazers
2959
Github forks
926
Commits
11
Code contributors Contributors
24
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
Created
Feb. 13, 2019
Updated
Dec. 1, 2021
License
other
Github repo
Type
Module/library
Primary Language, based on Github DataLanguage
Python
Issues
28
flyte
Github stargazers
2324
Github forks
225
Commits
670
Code contributors Contributors
85
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
Created
Oct. 21, 2019
Updated
May 24, 2022
License
apache-2.0
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
400
Homepage
m2cgen
Github stargazers
2100
Github forks
192
Commits
362
Code contributors Contributors
13
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
Created
Jan. 13, 2019
Updated
May 23, 2022
License
mit
Github repo
Type
Cli
Primary Language, based on Github DataLanguage
Python
Issues
25
mljar-supervised
Github stargazers
1900
Github forks
271
Commits
1005
Code contributors Contributors
16
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Created
Nov. 5, 2018
Updated
April 14, 2022
License
mit
Github repo
Type
Module/library
Primary Language, based on Github DataLanguage
Python
Issues
90
Homepage
auto_ml
Github stargazers
1600
Github forks
308
Commits
1149
Code contributors Contributors
13
[UNMAINTAINED] Automated machine learning for analytics & production
Created
Aug. 7, 2016
Updated
March 25, 2018
License
mit
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
187
petastorm
Github stargazers
1428
Github forks
248
Commits
672
Code contributors Contributors
34
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
Created
June 15, 2018
Updated
April 21, 2022
License
apache-2.0
Github repo
Type
Module/library
Primary Language, based on Github DataLanguage
Python
Issues
149
ml4a
Github stargazers
1426
Github forks
311
Commits
462
Code contributors Contributors
16
A python library and collection of notebooks for making art with machine learning.
Created
June 1, 2016
Updated
Oct. 30, 2021
License
mit
Github repo
Type
Module/library
Primary Language, based on Github DataLanguage
Python
Issues
11
Homepage
fklearn
Github stargazers
1404
Github forks
159
Commits
138
Code contributors Contributors
48
fklearn: Functional Machine Learning
Created
Feb. 27, 2019
Updated
April 18, 2022
License
apache-2.0
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
29
MLBox
Github stargazers
1319
Github forks
267
Commits
1121
Code contributors Contributors
5
MLBox is a powerful Automated Machine Learning python library.
Created
June 1, 2017
Updated
Aug. 25, 2020
License
other
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
22
NiftyNet
Read-only repository, archived by owner Archived
Github stargazers
1308
Github forks
399
Commits
3284
Code contributors Contributors
41
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Created
Aug. 30, 2017
Updated
April 21, 2020
License
apache-2.0
Github repo
Primary Language, based on Github DataLanguage
Python
Issues
103
Homepage