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Scikit Learn Compatible

8 projects

Showing 8 of 8 projects

cuML
cuMLPython

A suite of GPU-accelerated machine learning algorithms with scikit-learn compatible APIs for 10-50x faster performance on large datasets.

#cuda#data-science#nvidia
Stars5.2k
Forks629
Last commit3 days ago
MLxtend
MLxtendPython

A Python library providing extensions and utilities for data science and machine learning tasks.

#ensemble-learning#scientific-computing#feature-selection
Stars5.2k
Forks908
Last commit2 days ago
tslearn
tslearnPython

A Python machine learning toolkit for time series analysis with scikit-learn compatible API.

#python-library#data-science#machine-learning-algorithms
Stars3.2k
Forks371
Last commit5 days ago
hyperlearn
hyperlearnJupyter Notebook

HyperLearn provides 2-2000x faster machine learning algorithms with 50% less memory usage, optimized for all hardware.

#parallel-computing#high-performance#python-library
Stars2.5k
Forks161
Last commit1 year ago
ThunderSVM
ThunderSVMC++

A fast Support Vector Machine (SVM) library that leverages GPUs and multi-core CPUs for high-performance machine learning.

#cuda#libsvm#high-performance-computing
Stars1.6k
Forks222
Last commit2 years ago
pystruct
pystructPython

A Python library for structured learning and prediction with max-margin methods and a scikit-learn compatible interface.

#research-tool#python-library#support-vector-machines
Stars670
Forks174
Last commit4 years ago
skpro
skproPython

A scikit-learn compatible Python library for probabilistic regression, survival analysis, and probability distributions.

#ai#distributional-regression#probabilistic-machine-learning
Stars327
Forks187
Last commit6 days ago
scikit-mdr
scikit-mdrPython

A scikit-learn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.

#epistasis-detection#dimensionality-reduction#higher-order-interactions
Stars128
Forks25
Last commit1 year ago

Related Tags

#Machine Learning8#Python6#Data Science5#Python Library4#Regression3#Gpu Acceleration3
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