linjiuning

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

spark

Apache Spark - A unified analytics engine for large-scale data processing

tidb

TiDB is an open-source, cloud-native, distributed, MySQL-Compatible database for elastic scale and real-time analytics. Try AI-powered Chat2Query free at : https://www.pingcap.com/tidb-serverless/

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

mlflow

Open source platform for the machine learning lifecycle

gensim

Topic Modelling for Humans

tikv

Distributed transactional key-value database, originally created to complement TiDB

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

allennlp

An open-source NLP research library, built on PyTorch.

CoreNLP

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

ipex-llm

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, MiniCPM, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, GraphRAG, DeepSpeed, vLLM, FastChat, Axolotl, etc.

smile

Statistical Machine Intelligence & Learning Engine

bert4keras

keras implement of transformers for humans

sqlflow

Brings SQL and AI together.

aerosolve

A machine learning package built for humans.

tablesaw

Java dataframe and visualization library

euler

A distributed graph deep learning framework.

mahout

Mirror of Apache Mahout

DeepIE

DeepIE: Deep Learning for Information Extraction

plato

腾讯高性能分布式图计算框架Plato

byzer-lang

Byzer (former MLSQL): A low-code open-source programming language for data pipeline, analytics and AI.

graph-learn

An Industrial Graph Neural Network Framework

AutoPhrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

Mallet

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.

joinery

Data frames for Java

generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

tensornet

spark-notes

Deep Dive into Apache Spark 深入研读Spark源码

pyjava

This library is an ongoing effort towards bringing the data exchanging ability between Java/Scala and Python. PyJava introduces Apache Arrow as the exchanging data format.