ml-platform topic
wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
metaflow
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
BentoML
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!
determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
metaflow-ui
:art: UI for monitoring your Metaflow executions!
metaflow-service
:rocket: Metadata tracking and UI service for Metaflow!
nbox
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
monai-deploy
MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.
monai-deploy-app-sdk
MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.
hydra
A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintain...