Stars
An open-source AI agent that brings the power of Gemini directly into your terminal.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
Production-ready platform for agentic workflow development.
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
A library that provides an embeddable, persistent key-value store for fast storage.
TFX is an end-to-end platform for deploying production ML pipelines
Apache Beam is a unified programming model for Batch and Streaming data processing.
PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.
Dr. TLA+ series - learn an algorithm and protocol, study a specification
计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
[Moved to cloudprober/cloudprober] An active monitoring software to detect failures before your customers do.
Productive, portable, and performant GPU programming in Python.
TonY is a framework to natively run deep learning frameworks on Apache Hadoop.
Zhihu Machine Learning Challenge 2017 (https://biendata.com/competition/zhihu/)
Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)
1st Place Season one & 6th Place Season two
The project implemented some machine learning algorithms on spark which is written in scala and it also included standalone implementations of these algorithms.
Beautiful charting of pandas.DataFrame with Highcharts