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Build large-scale task workflows: luigi + job submission + remote targets + environment sandboxing using Docker/Singularity
This project contains additional material for the textbook Deep Learning for Physics Research by Martin Erdmann, Jonas Glombitza, Gregor Kasieczka, and Uwe Klemradt.
Adaptive multidimensional Monte Carlo integration.
๐ค Machine Learning Summer School Guide
Awesome resources on normalizing flows.
Normalizing flows for neural importance sampling
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pure-Python HistFactory implementation with tensors and autodiff
PyTorch implementation of normalizing flow models
GPU/TPU accelerated nonlinear least-squares curve fitting using JAX
Graph Neural Network Library for PyTorch
Living Review of Machine Learning for Particle Physics
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
Self-hosted game stream host for Moonlight.
These are policy-driven snapshot management and replication tools which use OpenZFS for underlying next-gen storage. (Btrfs support plans are shelved unless and until btrfs becomes reliable.)
pigpio is a C library for the Raspberry which allows control of the General Purpose Input Outputs (GPIO).
mailcow: dockerized - ๐ฎ + ๐ = ๐
Nitrogen Data Acquisition Library and USB Drivers for Ubixum Data Acquisition Boards
WebSocket Audio API: library to broadcast the sound from the microphone through a WebSocket
MediaStream and RTCDataChannel examples using node-webrtc