librosa by librosa

Python library for audio and music analysis

created at Oct. 20, 2012, 2:21 p.m.

138 +1

6,727 +9

926 +3

BayesianOptimization by bayesian-optimization

A Python implementation of global optimization with gaussian processes.

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

134 +0

7,546 +15

1,503 -1

pycaret by pycaret

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

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

131 +0

8,511 +41

1,728 +3

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 +1

13,507 +35

1,598 +4

cupy by cupy

NumPy & SciPy for GPU

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

127 +0

7,827 +21

773 +2

Augmentor by mdbloice

Image augmentation library in Python for machine learning.

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

125 +0

5,028 +1

863 +0

hyperopt by hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

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

124 +0

7,096 +2

1,043 +1

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.

118 +1

4,779 +5

848 +2

optuna by optuna

A hyperparameter optimization framework

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

117 +0

9,765 +37

957 +1

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.

115 -1

9,500 +8

642 +0

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.

113 +0

3,234 +13

1,061 -1

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.

110 +0

3,079 +1

519 +0

xarray by pydata

N-D labeled arrays and datasets in Python

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

109 +0

3,432 +4

1,021 +1

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.

108 +0

2,710 +5

521 +0

geopandas by geopandas

Python tools for geographic data

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

105 +0

4,229 +12

900 +3

yellowbrick by DistrictDataLabs

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

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

104 +0

4,206 +1

553 +0

elephas by maxpumperla

Distributed Deep learning with Keras & Spark

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

103 +0

1,572 +0

313 +0

sktime by sktime

A unified framework for machine learning with time series

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

103 +1

7,461 +18

1,282 -3

fold by tensorflow

Deep learning with dynamic computation graphs in TensorFlow

created at Jan. 18, 2017, 5:45 p.m.

102 +0

1,821 -2

267 +0

bqplot by bqplot

Plotting library for IPython/Jupyter notebooks

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

101 +0

3,563 +0

462 +0