Repository showcasing ML Ops practices with kubeflow and mlflow

A high-throughput and memory-efficient inference and serving engine for LLMs

The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!

An orchestration platform for the development, production, and observation of data assets.

Always know what to expect from your data.

A data-centric AI Platform for Building & Using AI

Turns Data and AI algorithms into production-ready web applications in no time.

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

Checklists and LLM prompts for efficient and effective test creation in data analysis

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Free MLOps course from DataTalks.Club

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 collection, ensuring safety & robustness. 📈

Este repositório é uma iniciativa pública para facilitar o acesso e a análise de dados vitivinícolas fornecidos pela Embrapa. Através de uma API, as pessoas podem consultar informações detalhadas sobre produção, processamento, comercialização, importação e exportação de uvas no Brasil.

nannyml: post-deployment data science in python

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

Machine Learning Operations - Real / Fake Job Posting Prediction

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

Run GPU inference and training jobs on serverless infrastructure that scales with you.

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/