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

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

Align a Large Language Model (LLM) with DPO loss

Enabling PyTorch on XLA Devices (e.g. Google TPU)

YOLO-Stutter: End-to-end Region-Wise Speech Dysfluency Detection

A PyTorch-based Speech Toolkit

🦋 A personal research and development (R&D) lab that facilitates the sharing of knowledge.

This repository contains Dockerfiles, scripts, yaml files, Helm charts, etc. used to scale out AI containers with versions of TensorFlow and PyTorch that have been optimized for Intel platforms. Scaling is done with python, Docker, kubernetes, kubeflow, cnvrg.io, Helm, and other container orchestration frameworks for use in the cloud and on-premise

A lightweight and extensible toolbox for image classification

🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash attention v2.

Analysing SMLM data using images

Fine-tuning Large Language Models (LLMs) for Text Classification Task

📝 Examples of how to use Neptune for different use cases and with various MLOps tools

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

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.