#大语言模型#Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

#向量搜索引擎#Milvus 是一款开源的、针对海量特征向量的相似性搜索引擎

#计算机科学#MLflow 是一个开源框架，旨在管理整个机器学习生命周期。 它可以在不同的平台上训练模型并为模型提供服务，让你能够使用相同的一组工具，而不管试验是在计算机本地、远程计算目标上、虚拟机上

#计算机科学#Kubernetes 工作流引擎

#效率工具集合#🦉 Data Versioning and ML Experiments

#计算机科学#An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

#计算机科学#A hyperparameter optimization framework

#计算机科学#An open-source, low-code machine learning library in Python

#大语言模型#Build, Manage and Deploy AI/ML Systems

#数据仓库#Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop....

#大语言模型#The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

#计算机科学#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-Me...

TensorFlow's Visualization Toolkit

#计算机科学#Fit interpretable models. Explain blackbox machine learning.

#大语言模型#Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

#计算机科学#The Open Source Feature Store for AI/ML

#计算机科学#ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

#计算机科学#Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

lakeFS - Data version control for your data lake | Git for data

#大语言模型#ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

#计算机科学#Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

Slurm: A Highly Scalable Workload Manager

#计算机科学#An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collect...

#计算机科学#Resource scheduling and cluster management for AI

#计算机科学#Algorithms for explaining machine learning models

#计算机科学#Open Source ML Model Versioning, Metadata, and Experiment Management

#算法刷题#Open-source implementation of Google Vizier for hyper parameters tuning

#计算机科学#MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates t...

#计算机科学#The collaboration workspace for Machine Learning

Experiment tracking, ML developer tools

A federated, open-source data catalog for all your big data and small data

#计算机科学#open-source MLOps platform