Template machine learning project using wandb, hydra-zen and submitit on Slurm with Apptainer

Code for our paper "Towards Principled Graph Transformers"

[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)

AirPlay and AirPlay 2 audio player

Official supplementary repository for my talk at https://normconf.com/: Metrics Are Born at Sea But Stored In the Cloud

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Power Market Tool for the comprehensive analyses of modern electricity markets (Python+Julia)

Python Socket.IO server and client

A symbolic chess AI playing the king of the hill chess variant

A fast implementation of MAML (Finn et al. 2017) in Tensorflow 2

A modern Python package and dependency manager supporting the latest PEP standards

Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON

🐯 visx | visualization components

German administrative areas as GeoJSON.

Administrative borders of Germany in GeoJSON format in different quality levels.

Convert Audible's .aax filetype to MP3, FLAC, M4A, or OPUS

An open source re-implementation of Caesar III

An open source re-implementation of Caesar III

A naive implementation of PixelCNN in Pytorch as described in A Oord et. al.

The core Innovonto-Knowledge Graph Server: Contains a Fuseki-Based Triplestore and a react-based frontend

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

A3C LSTM Atari with Pytorch plus A3G design

A continuous action space version of A3C LSTM in pytorch plus A3G design

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

A small module to emit events when an Amazon Dash Button is pressed

Set up a modern web app by running one command.