mxnet by ROCm

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

updated at May 19, 2024, 6:27 a.m.

30 +0

28 +0

9 +0

liquidSVM by liquidSVM

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

updated at Aug. 18, 2024, 4:46 p.m.

5 +0

66 +0

9 +0

marsyas by marsyas

Marsyas - Music Analysis, Retrieval and Synthesis for Audio Signals

updated at Sept. 23, 2024, 3:12 p.m.

37 +0

406 +0

97 +0

LibXtract by jamiebullock

LibXtract is a simple, portable, lightweight library of audio feature extraction functions.

updated at Oct. 6, 2024, 11:48 p.m.

30 +0

227 +0

46 +0

rgf by RGF-team

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

updated at Oct. 18, 2024, 10:43 a.m.

18 +0

378 +0

58 +0

veles by Samsung

Distributed machine learning platform

updated at Oct. 29, 2024, 1:15 p.m.

85 +0

906 +0

180 +0

treelite by dmlc

Universal model exchange and serialization format for decision tree forests

updated at Nov. 1, 2024, 7:57 p.m.

39 +0

738 +0

100 +0

datatable by h2oai

A Python package for manipulating 2-dimensional tabular data structures

updated at Nov. 4, 2024, 3:31 a.m.

108 +0

1,817 +0

157 +0

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.

updated at Nov. 4, 2024, 9:41 a.m.

111 +0

3,087 +0

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thundergbm by Xtra-Computing

ThunderGBM: Fast GBDTs and Random Forests on GPUs

updated at Nov. 6, 2024, 6:36 p.m.

26 +0

693 +0

86 +0

shogun by shogun-toolbox

Shōgun

updated at Nov. 7, 2024, 7:54 a.m.

215 +0

3,034 +0

1,038 -1

tensorflow-upstream by ROCm

TensorFlow ROCm port

updated at Nov. 7, 2024, 7:55 a.m.

50 +0

688 +0

94 +0

Yaafe by Yaafe

Audio features extraction

updated at Nov. 7, 2024, 11:25 a.m.

17 +0

244 +0

43 +0

thundersvm by Xtra-Computing

ThunderSVM: A Fast SVM Library on GPUs and CPUs

updated at Nov. 10, 2024, 12:25 p.m.

57 +0

1,573 +1

218 +1

decord by dmlc

An efficient video loader for deep learning with smart shuffling that's super easy to digest

updated at Nov. 14, 2024, 1:08 p.m.

29 +0

1,891 +11

161 +0

MAgent2 by Farama-Foundation

An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

updated at Nov. 14, 2024, 3:57 p.m.

3 +0

228 +1

38 +0

envpool by sail-sg

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

updated at Nov. 16, 2024, 8:17 a.m.

23 +0

1,094 +2

100 +0

jubatus by jubatus

Framework and Library for Distributed Online Machine Learning

updated at Nov. 16, 2024, 9:50 a.m.

89 +0

707 +1

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cuml by rapidsai

cuML - RAPIDS Machine Learning Library

updated at Nov. 16, 2024, 11:06 a.m.

76 +2

4,238 +5

533 +1

xgboost by dmlc

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

updated at Nov. 16, 2024, 11:38 a.m.

908 +0

26,303 +26

8,729 +3