statmike/vertex-ai-mlops
quality grade B, 70 out of 100Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations
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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Experiment tracking, model registries, feature stores, workflow schedulers and deployment tooling.
Signals: mlops, machine-learning-operations, experiment-tracking, model-registry, feature-store, ml-platform, kubeflow, mlflow
202 results
Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations
Example deep learning projects that use wandb's features.
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.
QA harness built for Claude Code | E2E testing with screen recordings, console logs, network HARs, and Playwright traces
CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E
Self-hosted huggingface mirror service. 自建huggingface镜像服务。
2025 CCF International AIOps Challenge | Track 1: Microservice Root Cause Localization Based on Large Model Agents | "男团910" Solution · Top 5 in Final · Score: 48.52; (2025 CCF 国际 AIOps 挑战赛 | 赛道一:基于大模型智能体的微服务根因定位 | "男团910"方案 · 决赛Top5 · 48.52分)
ZGI is an open-source platform for building AI applications. Its intuitive interface combines workflow design, agent orchestration, dataset management, and model integration—allowing you to quickly move from prototype to production.
Mission Control is a simple, real-time web UI for monitoring agents and task workflows. Built with Convex and React, it provides a clean dashboard to track task state, agent activity, and live logs — all synchronized instantly without polling or message queues.
AI Bill of Materials — discover every AI agent, model, and API in your infrastructure
ClearML Agent - MLOps/LLMOps made easy. MLOps/LLMOps scheduler & orchestration solution
The open-source Render alternative — AI-native. Git push → build → deploy on your own infrastructure; agents are first-class users.
Always up-to-date Nix package for Claude Code with hourly updates from Anthropic's native releases
Autoscale LLM (vLLM, SGLang, LMDeploy) inferences on Kubernetes (and others)
🗜️ Codebase-digest is your AI-friendly codebase packer and analyzer. Features 60+ coding prompts and generates structured overviews with metrics. Ideal for feeding projects to LLMs like GPT-4, Claude, PaLM, and Gemini for code analysis and understanding.
GenAIOps with Prompt Flow is a "GenAIOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.
Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.
Engineering toolkit for building scalable AI systems, including model training pipelines, LLM optimization utilities, and data engineering tools.
Tooling to build LLM applications: prompt templating and composition, agents, LLM memory, and other instruments for builders of AI applications.
A tool for evaluating LLMs
Reproducible, flexible LLM evaluations
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Self-hardening firewall for large language models
Instant is the best backend for AI-coded apps. You get auth, permissions, storage, presence, and streams — everything you need to ship apps your users will love.
24,523 repositories in the index in total.