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
eigenmap_gpu
GPU accelerated vessel segmentation using Laplacian eigenmaps
minimal-cython-cpp-example
Minimal template for using C++ code from Python via Cython
relayviz
Visualize TVM Relay program graph
skiplist_cuda
A parallel (CUDA) implementation of skiplist
treelite-java-example
website
https://hyunsu-cho.io
xgboost-devops
DevOps / Continuous Integration tools for XGBoost project
xgboost-fast-hist-perf-lab
Deeper look into performance of tree_method='hist' for multi-core CPUs
XGBoostAFTPaperCode
hcho3's Repositories
hcho3/skiplist_cuda
A parallel (CUDA) implementation of skiplist
hcho3/relayviz
Visualize TVM Relay program graph
hcho3/minimal-cython-cpp-example
Minimal template for using C++ code from Python via Cython
hcho3/xgboost-fast-hist-perf-lab
Deeper look into performance of tree_method='hist' for multi-core CPUs
hcho3/treelite-java-example
hcho3/eigenmap_gpu
GPU accelerated vessel segmentation using Laplacian eigenmaps
hcho3/treelite-dask-serializer
Dask serializer hook for Treelite model objects
hcho3/xgboost-json-schema
hcho3/treelite-wheels
Provides for automatic builds for binary wheels
hcho3/centos6-llvm8
Docker container for CentOS 6 + LLVM 8
hcho3/dstedc_mgpu
Memory-efficient divide-and-conquer with automatic profiling
hcho3/fast_svmlight_loader
fast_svmlight_loader: fast reader for SVMLight file
hcho3/treelite-jni-example
hcho3/aft-poster
Accelerated failure time models poster
hcho3/aftXGBoostNestedCV
hcho3/centos7-with-devtoolset-4
hcho3/docker-s390x-travis
Test code in s390x arch (big endian) using Docker+QEMU
hcho3/fast_svmlight_loader_wheels
hcho3/mmit-paper
hcho3/rabit
Reliable Allreduce and Broadcast Interface for distributed machine learning
hcho3/serialize-example
Examples of class serialization using cereal
hcho3/simple-sort-benchmark
hcho3/spmat_reader_cuda
Minimalistic, CUDA-aware C++ container for sparse matrices
hcho3/tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
hcho3/xgboost-ai.github.io
xgboost website