pip install cma==3.1.0

CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python

Source
Among top 1% packages on PyPI.
Over 373.7K downloads in the last 90 days.

Commonly used with cma

Based on how often these packages appear together in public requirements.txt files on GitHub.

lsanomaly

Least squares anomaly detection.

imageio-ffmpeg

FFMPEG wrapper for Python

onnx

Open Neural Network Exchange

ipython-autotime

Time everything in IPython

deepdish

Deep Learning experiments from University of Chicago.

jaxlib

XLA library for JAX

sklearn

A set of python modules for machine learning and data mining

librosa

Python module for audio and music processing

eli5

Debug machine learning classifiers and explain their predictions

autograd

Efficiently computes derivatives of numpy code.

docrep

Python package for docstring repetition

EQcorrscan

EQcorrscan - matched-filter earthquake detection and analysis

mittens

Fast GloVe with optional retrofitting.

dipy

Diffusion MRI utilities in python

gym

The OpenAI Gym: A toolkit for developing and comparing your reinforcement learning agents.

graphtools

graphtools

scprep

scprep

scikit-video

Video Processing in Python

MulticoreTSNE

Multicore version of t-SNE algorithm.

Version usage of cma

Proportion of downloaded versions in the last 3 months (only versions over 1%).

3.1.0

56.77%

2.7.0

37.12%

3.0.3

4.75%