Pinned Repositories
GBM-Benchmarks
GPUTree
ml_dataset_loader
Provides streamlined python functions for loading machine learning datasets.
prefix_doubling
Manber Myers suffix array construction algorithm in CUDA
shap_sampling
xgb-bias-variance
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
RAMitchell's Repositories
RAMitchell/GBM-Benchmarks
RAMitchell/xgb-bias-variance
RAMitchell/shap_sampling
RAMitchell/ml_dataset_loader
Provides streamlined python functions for loading machine learning datasets.
RAMitchell/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
RAMitchell/AVX-Gradients
RAMitchell/benchmark
A microbenchmark support library
RAMitchell/cub
Cooperative primitives for CUDA C++ kernel authors.
RAMitchell/CUDA-Shuffle
RAMitchell/cuml
cuML - RAPIDS Machine Learning Library
RAMitchell/dragonfly_macros
RAMitchell/dtl-experiments
RAMitchell/fil_backend
FIL backend for the Triton Inference Server
RAMitchell/gbm-bench
A benchmark to measure performance of popular Gradient boosting algorithms against popular ML datasets.
RAMitchell/GBM-perf
Performance of various open source GBM implementations
RAMitchell/GLM-Benchmarks
RAMitchell/gputreeshap
RAMitchell/legate.core
The Foundation for All Legate Libraries
RAMitchell/legate.hello
Legate Hello World Pedagogical Library
RAMitchell/Momentum-Experiments
RAMitchell/notebooks-contrib
RAPIDS Community Notebooks
RAMitchell/parallel-forall-xgboost
RAMitchell/raft
RAPIDS Analytics Frameworks Toolkit contains shared representations, mathematical computational primitives, and utilities that accelerate building analytics and data science algorithms in the RAPIDS ecosystem.
RAMitchell/rapids-triton
RAMitchell/shap
A game theoretic approach to explain the output of any machine learning model.
RAMitchell/shap-ci-scripts
RAMitchell/thrust
Thrust is a C++ parallel programming library which resembles the C++ Standard Library.
RAMitchell/treelite
model compiler for decision tree ensembles
RAMitchell/xgboost-ai.github.io
xgboost website
RAMitchell/xgboost-build-helper
Script for building and testing XGBoost