Ruiguang Pei's repositories
Awesome-LLM-Application
A curated list about how to build a LLM application including Input augment, model augment, RAG-system, serving, evaluation and software UI
AIOS
AIOS: LLM Agent Operating System
analytics-zoo
Distributed Tensorflow, Keras, PyTorch and BigDL on Apache Spark
FATE
An Industrial Level Federated Learning Framework
feast
Feature Store for Machine Learning
interpretable-ml-book-zh
interpretable-ml-book中文翻译
jpmml-evaluator
Java Evaluator API for PMML
jpmml-sparkml
Java library and command-line application for converting Apache Spark ML pipelines to PMML
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
MINI_LLM
This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.
openbilibilicode
这次只提供压缩版本和部分源码截图，别问这是什么，问就开花
SCALE-MAMBA
Repository for the SCALE-MAMBA MPC system
scikit-learn
scikit-learn: machine learning in Python
shap
A unified approach to explain the output of any machine learning model.
tensorflow
An Open Source Machine Learning Framework for Everyone
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
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