Repository Index

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

• artificial-intelligence
• attention-mechanism
• transformers
• computer-vision

🦉 Data Versioning and ML Experiments

• data-science
• machine-learning
• reproducibility
• data-version-control

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

• machine-learning
• experiment-track
• deep-learning
• keras

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

• artificial-intelligence
• deep-learning
• text-to-image

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

• artificial-intelligence
• deep-learning
• generative-model
• score-matching

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

• python
• machine-learning
• infrastructure
• reproducible-research

Accelerated deep learning R&D

• deep-learning
• reinforcement-learning
• machine-learning
• computer-vision

A toolkit for reproducible reinforcement learning research.

• rl-algorithms
• reproducibility
• pytorch
• tensorflow

A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.

• healthcare
• data-mining
• deep-learning
• preprocessing

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

• python
• pytorch
• machine-learning
• deep-learning

This is a package for LiDARTag, described in paper: LiDARTag: A Real-Time Fiducial Tag System for Point Clouds

• fiducial-markers
• lidar
• point-clouds
• cassie

Search the web and primary sources, read full pages, and check every citation. MCP server for Claude, Cursor, Codex and more. Runs on your machine.

• ai
• claude
• content-extraction
• go

Reducing Bias in Modeling Real-world Password Strength via Deep Learning and Dynamic Dictionaries