M

Machine Learning

https://github.com/modelscope/modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

https://github.com/roboflow/inference A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

https://github.com/mlflow/mlflow

Open source platform for the machine learning lifecycle

https://mlflow.org/

https://github.com/pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

https://github.com/Lightning-AI/torchmetrics Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications. https://lightning.ai/docs/torchmetrics/

https://github.com/transformerlab/transformerlab-api

API Server for Transformer Lab

https://github.com/transformerlab/transformerlab-docs

Public Documentation for Transformer Lab

https://github.com/microsoft/Trace End-to-end Generative Optimization for AI Agents

https://github.com/transformerlab/transformerlab-app Open Source Application for Advanced LLM Engineering: interact, train, fine-tune, and evaluate large language models on your own computer

https://github.com/transformerlab/galleries

Galleries for Models, Datasets, and Plugins used by Transformer Lab

https://github.com/Lightning-AI/pytorch-lightning lightning.ai Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

https://github.com/MinishLab/tokenlearn

Pre-train Static Word Embeddings

https://github.com/huggingface/speech-to-speech

Speech To Speech: an effort for an open-sourced and modular GPT4-o

https://github.com/pytorch/serve

Serve, optimize and scale PyTorch models in production

https://github.com/HumanSignal/label-studio-ml-backend

Configs and boilerplates for Label Studio's Machine Learning backend

https://github.com/Lightning-AI/tutorials Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks. https://lightning-ai.github.io/tutorials

https://github.com/MinishLab/model2vec

The Fastest State-of-the-Art Static Embeddings in the World

https://github.com/SaintsSec/Navi

An Interface for AI built for cybersecurity professionals

https://github.com/takara-ai/SwarmFormer-C

Full C implementation of the SwarmFormer model architecture.