Pinned Repositories
decord
An efficient video loader for deep learning with smart shuffling that's super easy to digest
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dlpack
common in-memory tensor structure
gluon-cv
Gluon CV Toolkit
gluon-nlp
NLP made easy
minpy
NumPy interface with mixed backend execution
mshadow
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
nnvm
ps-lite
A lightweight parameter server interface
xgboost
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 (Deep) Machine Learning Community's Repositories
dmlc/xgboost
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
dmlc/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dmlc/gluon-cv
Gluon CV Toolkit
dmlc/gluon-nlp
NLP made easy
dmlc/nnvm
dmlc/decord
An efficient video loader for deep learning with smart shuffling that's super easy to digest
dmlc/ps-lite
A lightweight parameter server interface
dmlc/minpy
NumPy interface with mixed backend execution
dmlc/mshadow
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
dmlc/dmlc-core
A common bricks library for building scalable and portable distributed machine learning.
dmlc/dlpack
common in-memory tensor structure
dmlc/treelite
Universal model exchange and serialization format for decision tree forests
dmlc/minerva
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.
dmlc/rabit
Reliable Allreduce and Broadcast Interface for distributed machine learning
dmlc/mxnet.js
MXNetJS: Javascript Package for Deep Learning in Browser (without server)
dmlc/MXNet.jl
MXNet Julia Package - flexible and efficient deep learning in Julia
dmlc/tensorboard
Standalone TensorBoard for visualizing in deep learning
dmlc/XGBoost.jl
XGBoost Julia Package
dmlc/mxnet-model-gallery
Pre-trained Models of DMLC Project
dmlc/GNNLens2
Visualization tool for Graph Neural Networks
dmlc/HalideIR
Symbolic Expression and Statement Module for new DSLs
dmlc/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on MXNet, Theano or TensorFlow.
dmlc/web-data
The repo to host all the web data including images for documents in dmlc projects.
dmlc/dmlc.github.io
dmlc/tl2cgen
TL2cgen (TreeLite 2 C GENerator) is a model compiler for decision tree models
dmlc/numpy-ml
Machine learning, in numpy
dmlc/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dmlc/xgboost-bench
dmlc/ccache
ccache – a fast compiler cache
dmlc/gluon-nlp-notebooks