Distributed (Deep) Machine Learning Community

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50 repositories

xgboost
Public
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
distributed-systems xgboost gbdt gbm gbrt machine-learning
C++
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Apache License 2.0
•8.7k•26k•403•60•Updated Dec 2, 2024Dec 2, 2024
XGBoost.jl
Public
XGBoost Julia Package
Julia
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Other
•109•289•24•5•Updated Nov 27, 2024Nov 27, 2024
xgboost-devops
Public
Host custom actions; keep track of manual approval requests for CI jobs.
Apache License 2.0
•0•3•0•0•Updated Nov 26, 2024Nov 26, 2024
gluon-cv
Public
Gluon CV Toolkit
machine-learning computer-vision neural-network gan image-classification object-detection semantic-segmentation action-recognition pose-estimation person-reid
Python
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Apache License 2.0
•1.2k•5.8k•40•21•Updated Nov 25, 2024Nov 25, 2024
treelite
Public
Universal model exchange and serialization format for decision tree forests
C++
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Apache License 2.0
•100•742•9•0•Updated Nov 22, 2024Nov 22, 2024
dgl
Public
Python package built to ease deep learning on graph, on top of existing DL frameworks.
deep-learning graph-neural-networks
Python
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Apache License 2.0
•3k•14k•419•125•Updated Oct 18, 2024Oct 18, 2024
tl2cgen
Public
TL2cgen (TreeLite 2 C GENerator) is a model compiler for decision tree models
C++
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Apache License 2.0
•6•23•21•2•Updated Oct 3, 2024Oct 3, 2024
dlpack
Public
common in-memory tensor structure
deep-learning operator tensor
Python
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Apache License 2.0
•133•911•30•2•Updated Sep 28, 2024Sep 28, 2024
decord
Public
An efficient video loader for deep learning with smart shuffling that's super easy to digest
video-loader
C++
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Apache License 2.0
•162•1.9k•177•7•Updated Jul 17, 2024Jul 17, 2024
dmlc-core
Public
A common bricks library for building scalable and portable distributed machine learning.
dmlc
C++
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Apache License 2.0
•520•864•32•0•Updated Jun 14, 2024Jun 14, 2024
dmlc.github.io
Public
HTML
•38•27•1•1•Updated Jun 4, 2024Jun 4, 2024
gluon-nlp
Public archive
NLP made easy
nlp machine-learning natural-language-processing deep-learning mxnet numpy nlu gluon natural-language-generation nlg
Python
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Apache License 2.0
•535•2.6k•237•35•Updated Oct 6, 2023Oct 6, 2023
DeepSpeed
Public
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Python
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Apache License 2.0
•4.1k•4•0•0•Updated Jul 27, 2023Jul 27, 2023
ps-lite
Public
A lightweight parameter server interface
C++
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Apache License 2.0
•542•1.5k•59•14•Updated Jan 11, 2023Jan 11, 2023
GNNLens2
Public
Visualization tool for Graph Neural Networks
visualization deep-learning pytorch graph-visualization xai graph-neural-networks graph-representation-learning explainability dgl
TypeScript
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Apache License 2.0
•27•240•5•0•Updated Sep 20, 2022Sep 20, 2022
web-data
Public
The repo to host all the web data including images for documents in dmlc projects.
Jupyter Notebook
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Apache License 2.0
•154•84•2•2•Updated Jul 25, 2022Jul 25, 2022
mxnet-model-gallery
Public
Pre-trained Models of DMLC Project
Other
•75•266•23•2•Updated Apr 15, 2021Apr 15, 2021
rabit
Public
Reliable Allreduce and Broadcast Interface for distributed machine learning
C++
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BSD 3-Clause "New" or "Revised" License
•184•507•0•0•Updated Nov 5, 2020Nov 5, 2020
mxnet.js
Public
MXNetJS: Javascript Package for Deep Learning in Browser (without server)
JavaScript
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Apache License 2.0
•73•435•7•1•Updated Oct 11, 2020Oct 11, 2020
HalideIR
Public
Symbolic Expression and Statement Module for new DSLs
C++
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Other
•59•205•2•0•Updated Oct 6, 2020Oct 6, 2020
gluon-nlp-notebooks
Public
3•1•0•0•Updated Jun 29, 2020Jun 29, 2020
tensorboard
Public archive
Standalone TensorBoard for visualizing in deep learning
visualization mxnet tensorboard
Python
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Apache License 2.0
•60•371•16•4•Updated Mar 24, 2020Mar 24, 2020
ccache
Public
ccache – a fast compiler cache
C++
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Other
•500•2•0•0•Updated Mar 16, 2020Mar 16, 2020
xgboost-bench
Public
Python
•4•4•3•0•Updated Dec 19, 2019Dec 19, 2019
numpy-ml
Public
Machine learning, in numpy
Python
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GNU General Public License v3.0
•3.7k•5•0•0•Updated Sep 11, 2019Sep 11, 2019
mshadow
Public archive
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
C++
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Other
•432•1.1k•37•0•Updated Aug 4, 2019Aug 4, 2019
MXNet.jl
Public
MXNet Julia Package - flexible and efficient deep learning in Julia
70•370•40•5•Updated Jul 19, 2019Jul 19, 2019
minerva
Public archive
Minerva: a fast and flexible tool for deep learning on multi-GPU. It provides ndarray programming interface, just like Numpy. Python bindings and C++ bindings are both available. The resulting code can be run on CPU or GPU. Multi-GPU support is very easy.
C++
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Other
•172•700•9•2•Updated Nov 1, 2018Nov 1, 2018
nnvm
Public archive
deep-learning deployment metal optimization opencl cuda computation-graph rocm tvm nnvm
C++
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Apache License 2.0
•281•1.7k•1•0•Updated Sep 11, 2018Sep 11, 2018
keras
Public
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on MXNet, Theano or TensorFlow.
Python
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Other
•19k•125•18•4•Updated Sep 6, 2018Sep 6, 2018