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dmlc
28 indexed repositories · View on GitHub
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xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single...
C++ · 28943 stars
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dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Python · 14291 stars
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gluon-cv
Gluon CV Toolkit
Python · 5913 stars
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decord
An efficient video loader for deep learning with smart shuffling that's super easy to digest
C++ · 2528 stars
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ps-lite
A lightweight parameter server interface
C++ · 1560 stars
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dlpack
common in-memory tensor structure
C++ · 1261 stars
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dmlc-core
A common bricks library for building scalable and portable distributed machine learning.
C++ · 879 stars
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treelite
Universal model exchange and serialization format for decision tree forests
C++ · 833 stars
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parameter_server
moved to https://github.com/dmlc/ps-lite
C++ · 649 stars
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mxnet-notebooks
Notebooks for MXNet
Jupyter Notebook · 605 stars
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mxnet.js
MXNetJS: Javascript Package for Deep Learning in Browser (without server)
JavaScript · 433 stars
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MXNet.jl
MXNet Julia Package - flexible and efficient deep learning in Julia
370 stars
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XGBoost.jl
XGBoost Julia Package
Julia · 310 stars
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mxnet-memonger
Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets
Python · 306 stars
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difacto
Distributed Factorization Machines
C++ · 299 stars
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mxnet-model-gallery
Pre-trained Models of DMLC Project
266 stars
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GNNLens2
Visualization tool for Graph Neural Networks
TypeScript · 263 stars
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HalideIR
Symbolic Expression and Statement Module for new DSLs
C++ · 207 stars
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mxnet-gtc-tutorial
MXNet Tutorial for NVidia GTC 2016.
Jupyter Notebook · 132 stars
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C++ · 127 stars
- 8 more repositories live on View on GitHub
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link issue downloadOpenWork Item
Difficulty 4/5 3-5 days Newbie friendliness 35/100
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Difficulty 5/5 Over a week Newbie friendliness 35/100
dmlc/xgboost#12800 · 3 comments ·
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SpecificationOpen
Difficulty 2/5 1-3 hours Newbie friendliness 57/100
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stale-issue
Difficulty 3/5 1-2 days Newbie friendliness 55/100
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[jvm-packages] Unbounded native memory growth per DMatrix used with Booster.predict() on Linux (2.1.4 – 3.4.0)May be free again @trivialfis claimed this 62 days ago, and no pull request is open. Open
dmlc/xgboost#12545 · 2 comments · 1 assignee ·
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Difficulty 4/5 3-5 days Newbie friendliness 48/100
dmlc/xgboost#12523 · 6 comments ·
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stale-issue
Difficulty 5/5 Over a week Newbie friendliness 25/100
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Difficulty 4/5 3-5 days Newbie friendliness 38/100
dmlc/xgboost#12509 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 30/100
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Difficulty 5/5 Over a week Newbie friendliness 30/100
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feature-request
Difficulty 5/5 Over a week Newbie friendliness 30/100
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Difficulty 2/5 1-3 hours Newbie friendliness 74/100
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Difficulty 4/5 3-5 days Newbie friendliness 48/100
dmlc/xgboost#12486 · 13 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 48/100
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Release 5.0Open
Difficulty 5/5 Over a week Newbie friendliness 35/100
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Difficulty 3/5 1-2 days Newbie friendliness 65/100
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Difficulty 4/5 3-5 days Newbie friendliness 45/100
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XGBoostError: input stream corrupted when unpickling a Linux-trained Booster on Windows (xgboost 3.3.0)May be free again A pull request for this issue was closed without being merged. Opentype: bug
Difficulty 4/5 3-5 days Newbie friendliness 52/100
dmlc/xgboost#12459 · 6 comments ·
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XGBoosterReset initializes model state from an arbitrary cache DMatrixMay be free again A pull request for this issue was closed without being merged. Open
Difficulty 5/5 Over a week Newbie friendliness 35/100
dmlc/xgboost#12457 · 3 comments ·
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Difficulty 3/5 1-2 days Newbie friendliness 55/100
dmlc/xgboost#12448 · 3 comments ·
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Difficulty 5/5 Over a week Newbie friendliness 45/100
dmlc/xgboost#12426 · 3 comments ·
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Difficulty 5/5 Over a week Newbie friendliness 35/100
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Difficulty 4/5 3-5 days Newbie friendliness 42/100
dmlc/xgboost#12423 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 38/100
dmlc/xgboost#12409 · 3 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
dmlc/xgboost-devops#99 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 58/100
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
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[RFC] Introduce a Single "dropout" Parameter for DARTMay be free again A pull request for this issue was closed without being merged. Open
Difficulty 5/5 Over a week Newbie friendliness 35/100
dmlc/xgboost#12339 · 9 comments ·
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Difficulty 5/5 Over a week Newbie friendliness 35/100
dmlc/xgboost#12311 · 2 comments ·
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feature-request
Difficulty 5/5 Over a week Newbie friendliness 42/100
dmlc/xgboost#12278 · 9 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 50/100
dmlc/xgboost#12277 · 6 comments ·
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Difficulty 3/5 1-2 days Newbie friendliness 55/100
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Difficulty 3/5 1-2 days Newbie friendliness 48/100
dmlc/treelite#662 · 1 comment ·
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Difficulty 4/5 3-5 days Newbie friendliness 42/100
dmlc/xgboost#12260 · 9 comments ·
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stale-issue
Difficulty 5/5 Over a week Newbie friendliness 20/100
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Difficulty 4/5 3-5 days Newbie friendliness 48/100
dmlc/xgboost#12248 · 19 comments ·
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Difficulty 5/5 Over a week Newbie friendliness 35/100
dmlc/xgboost#12241 · 14 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 45/100
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Difficulty 4/5 3-5 days Newbie friendliness 48/100
dmlc/xgboost#12227 · 3 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
dmlc/xgboost#12221 · 4 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 48/100
dmlc/xgboost#12217 · 5 comments · 1 reaction ·
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Difficulty 5/5 Over a week Newbie friendliness 20/100
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stale-issue
Difficulty 5/5 Over a week Newbie friendliness 20/100
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Difficulty 5/5 Over a week Newbie friendliness 35/100
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XGBoost silent process kill with sparse polars Categorical codesMay be free again A pull request for this issue was closed without being merged. Open
Difficulty 4/5 3-5 days Newbie friendliness 48/100
dmlc/xgboost#12177 · 3 comments ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
dmlc/xgboost#12154 · 3 comments ·
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[CI] Analysis of recent increase in CI costsMay be free again @chyunsu3 claimed this 213 days ago, and no pull request is open. Open
dmlc/xgboost#12152 · 3 comments · 1 assignee ·
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Difficulty 5/5 Over a week Newbie friendliness 25/100
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Difficulty 5/5 Over a week Newbie friendliness 35/100
dmlc/xgboost#12131 · 16 comments ·
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