adonath

tarp

Coverage tests to check the quality of your posterior estimators.

awesome-neural-sbi

Community-sourced list of papers and resources on neural simulation-based inference.

marimo

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

jolideco

A Python package for Poisson joint likelihood deconvolution

flux

Official inference repo for FLUX.1 models

Langevin-dynamics

Sampling with gradient-based Markov Chain Monte Carlo approaches

ctapipe

Low-level data processing pipeline software for CTAO or similar arrays of Imaging Atmospheric Cherenkov Telescopes

corenet

CoreNet: A library for training deep neural networks

penzai

A JAX research toolkit for building, editing, and visualizing neural networks.

BHJet

Semi analytical black hole jet model, jetset group, Amsterdam

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

torchtune

A Native-PyTorch Library for LLM Fine-tuning

diffusion

From-scratch diffusion model implemented in PyTorch.

grok-1

Grok open release

EasyLM

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

TransformerExperiments

Statistics-Notes

Personal notes on statistics with a focus on applications to experimental high energy physics

tabuli

ml-mgie

Vesuvius-Grandprize-Winner

uncertain_ground_truth

Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).

instructor

structured outputs for llms

flux_sensitivity

Estimate the integral and/or differential flux-sensitivity of your instrument

auraloss

Collection of audio-focused loss functions in PyTorch

generativeart

Generative Art in Go

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

array-api

RFC document, tooling and other content related to the array API standard

mlx

MLX: An array framework for Apple silicon

umlcaxs

Final repository for the project "Unsupervised Machine Learning for the Classification of Astrophysical X-ray Sources". V. S. Pérez-Díaz, J. R. Martínez-Galarza, A. Caicedo, R. D'Abrusco.

HEAL-SWIN

Reference implementation of the spherical vision transformer HEAL-SWIN