hcho3

Lead maintainer of XGBoost. Area of interest: Machine learning systems & algorithms.

NVIDIALos Angeles, CA, USA

Pinned Repositories

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
Language:C++26.3k 909 5.3k8.7k
eigenmap_gpu
GPU accelerated vessel segmentation using Laplacian eigenmaps
Language:Cuda3 3 21
minimal-cython-cpp-example
Minimal template for using C++ code from Python via Cython
Language:Python8 1 00
relayviz
Visualize TVM Relay program graph
Language:Python12 1 16
skiplist_cuda
A parallel (CUDA) implementation of skiplist
Language:Cuda14 3 04
treelite-java-example
Language:Java4 1 03
website
https://hyunsu-cho.io
Language:HTML4 2 00
xgboost-devops
DevOps / Continuous Integration tools for XGBoost project
Language:Python3 3 142
xgboost-fast-hist-perf-lab
Deeper look into performance of tree_method='hist' for multi-core CPUs
Language:C++5 6 142
XGBoostAFTPaperCode
Language:Python7 1 01

hcho3's Repositories

hcho3/xgboost-ci-ng
PoC for next generation of XGBoost CI
Language:C++3
hcho3/xgboost-devops
DevOps / Continuous Integration tools for XGBoost project
Language:Python3 3 142
hcho3/fil_bench
Language:C++1 1 0
hcho3/treelite
model compiler for decision tree ensembles
Language:C++1 1 0
hcho3/triton_fil_e2e_benchmark
Language:Jupyter Notebook1 1 0
hcho3/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, Flink and DataFlow
Language:C++1 1 01
hcho3/catboost_python_repro
Language:Python1 0
hcho3/cuda-nvdisasm-feedstock
A conda-smithy repository for cuda-nvdisasm.
0 0
hcho3/cuda-nvtx-feedstock
A conda-smithy repository for cuda-nvtx.
Language:Shell0 0
hcho3/cugraph
cuGraph - RAPIDS Graph Analytics Library
hcho3/cuml
cuML - RAPIDS Machine Learning Library
Language:C++0 0
hcho3/dmlc-core
A common bricks library for building scalable and portable distributed machine learning.
Language:C++1 0
hcho3/hotomoe
hotomoe flavored Misskey(.io)
hcho3/kvikio
KvikIO - High Performance File IO
Language:Python0 0
hcho3/libcufile-feedstock
A conda-smithy repository for libcufile.
hcho3/libcurand-feedstock
A conda-smithy repository for libcurand.
Language:Shell0 0
hcho3/libcusolver-feedstock
A conda-smithy repository for libcusolver.
hcho3/libcusparse-feedstock
A conda-smithy repository for libcusparse.
Language:Shell0 0
hcho3/libnpp-feedstock
A conda-smithy repository for libnpp.
Language:Shell0 0
hcho3/libnvfatbin-feedstock
A conda-smithy repository for libnvfatbin.
Language:Shell0 0
hcho3/libnvjitlink-feedstock
A conda-smithy repository for libnvjitlink.
hcho3/libnvjpeg-feedstock
A conda-smithy repository for libnvjpeg.
Language:Shell0 0
hcho3/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Language:C++0 0
hcho3/rapids-deployment
Language:Dockerfile0 0
hcho3/rapids-devcontainers
Language:Shell0 0
hcho3/rapids-triton
hcho3/rapidsai-ci-imgs
Language:Dockerfile0 0
hcho3/treelite-feedstock
A conda-smithy repository for treelite.
Language:Shell0 0
hcho3/triton_fil_backend
FIL backend for the Triton Inference Server
Language:Jupyter Notebook0 0
hcho3/xgboost-feedstock
A conda-smithy repository for xgboost.
Language:Shell0 0