pycaret by pycaret

An open-source, low-code machine learning library in Python

created at Nov. 23, 2019, 6:40 p.m.

136 +1

8,955 +26

1,774 +3

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

BayesianOptimization by bayesian-optimization

A Python implementation of global optimization with gaussian processes.

created at June 6, 2014, 8:18 a.m.

131 +0

7,919 +23

1,544 +2

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

cupy by cupy

NumPy & SciPy for GPU

created at Nov. 1, 2016, 9:54 a.m.

128 +0

9,485 +30

854 +3

Augmentor by mdbloice

Image augmentation library in Python for machine learning.

created at March 1, 2016, 6:29 p.m.

123 +0

5,073 +2

866 +0

hyperopt by hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

created at Sept. 6, 2011, 10:24 p.m.

121 +0

7,257 +5

1,058 +0

optuna by optuna

A hyperparameter optimization framework

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

119 +1

10,913 +41

1,037 +6

modin by modin-project

Modin: Scale your Pandas workflows by changing a single line of code

created at June 21, 2018, 9:35 p.m.

117 +0

9,891 +15

653 +2

geemap by gee-community

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

created at March 8, 2020, 3:21 p.m.

116 +0

3,473 +5

1,087 +2

mlxtend by rasbt

A library of extension and helper modules for Python's data analysis and machine learning libraries.

created at Aug. 14, 2014, 1:56 a.m.

115 -1

4,909 +4

872 +3

xlearn by aksnzhy

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

created at June 10, 2017, 8:09 a.m.

111 +0

3,087 +0

519 +0

essentia by MTG

C++ library for audio and music analysis, description and synthesis, including Python bindings

created at June 3, 2013, 2:53 p.m.

109 +0

2,855 +4

533 +0

sktime by sktime

A unified framework for machine learning with time series

created at Nov. 6, 2018, 3:08 p.m.

108 +0

7,947 +19

1,375 +6

datatable by h2oai

A Python package for manipulating 2-dimensional tabular data structures

created at March 3, 2017, 2:32 a.m.

108 +0

1,817 +0

157 +0

xarray by pydata

N-D labeled arrays and datasets in Python

created at Sept. 30, 2013, 5:21 p.m.

106 -1

3,620 +5

1,084 +3

geopandas by geopandas

Python tools for geographic data

created at June 27, 2013, 5:03 p.m.

104 +0

4,519 +9

935 +1

yellowbrick by DistrictDataLabs

Visual analysis and diagnostic tools to facilitate machine learning model selection.

created at May 18, 2016, 2:12 p.m.

103 +0

4,293 +3

559 +0

bqplot by bqplot

Plotting library for IPython/Jupyter notebooks

created at Sept. 26, 2015, 4:02 a.m.

102 +0

3,627 +0

464 +0

elephas by maxpumperla

Distributed Deep learning with Keras & Spark

created at Aug. 13, 2015, 12:09 p.m.

102 +0

1,574 +0

310 -1