The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / LLaMA Factory / veRL/ Swift / Ultralytics / MMEngine / Keras etc.

Open Source ML Model Versioning, Metadata, and Experiment Management

⏱️Make Laravel model versionable

Simplified snapshots and restoration for ActiveRecord models and associations with a transparent white-box implementation

A scalable, high-performance serving system for federated learning models

Laravel Model history tracking made easy

A lightweight command line interface for the management of arbitrary machine learning tasks

A Laravel package for versioning Eloquent models with a simple and scalable approach.

Frictionless Machine Learning on Kubernetes

Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.

Learning data and model versioning with ClearML while cleaning and modeling happiness by country with a Kaggle dataset

A high-performance microservices metacognitive orchestration framework built in Rust

Successfully developed a machine learning model to predict Airline Passenger Satisfaction by building an end-to-end MLOps pipeline. It integrates DVC for data versioning, a Dockerfile for containerization, and CI/CD using GitHub Actions for automated deployment.

A simple class to handle model update, saving and loading with GCP

Framework for model versioning with MongoDB

Versioning System for Online Learning systems (VSOL)

Code related to mlflow

Custom versioning of Machine Learning models