bestofgithub.devRepositories with the GitHub topic “mlops”: 39 repositories with 607k stars between them, mostly written in Python, Jupyter Notebook and Go. The highest-rated is apache/airflow, #577 on the bestofgithub Elo ladder.
Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..
git clone https://github.com/lance-format/lance.gitFault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters
git clone https://github.com/higgsfield-ai/higgsfield.gitA curated list of Artificial Intelligence Top Tools
git clone https://github.com/mahseema/awesome-ai-tools.gitAn orchestration platform for the development, production, and observation of data assets.
git clone https://github.com/dagster-io/dagster.gitThe AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.
git clone https://github.com/skypilot-org/skypilot.gitThe Open Source Feature Store for AI/ML
git clone https://github.com/feast-dev/feast.gitApache Airflow - A platform to programmatically author, schedule, and monitor workflows
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug…
Vector database and similarity search engine for embeddings, written in Rust.
Learn how to develop, deploy and iterate on production-grade ML applications.
Label Studio is a multi-type data labeling and annotation tool with standardized output format
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
The absolute trainer to light up AI agents.
An orchestration platform for the development, production, and observation of data assets.
Machine Learning Engineering Open Book
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier…
A curated list of Artificial Intelligence Top Tools
Workflow Engine for Kubernetes
A curated list of references for MLOps
Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with…
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon…
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector…
Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector…
☁️ Build multimodal AI applications with cloud-native stack
Turns Data and AI algorithms into production-ready web applications in no time.
Always know what to expect from your data.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning…
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural…
Build, Manage and Deploy AI/ML Systems
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or…
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create…
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation…
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
The Open Source Feature Store for AI/ML
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines…
Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with…
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and…
Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable…
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline…
Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and…
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.