Starred repositories
Remove cosmic rays from an astronomical image using L.A.Cosmic
PyTorch implementation of a conditional pixelCNN using gated convolutional layers
A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journe…
JAX - A curated list of resources https://github.com/google/jax
Release for Improved Denoising Diffusion Probabilistic Models
Chronos: Pretrained Models for Time Series Forecasting
A python module that performas a convolution with a kernel with a variable width
Interpolation and function approximation with JAX
The official PyTorch implementation of Google's Gemma models
Astronomical échellogram digital twins with pixel-perfect machine learning: rehabilitating archival data and pathfinding for EPRV
A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thing.
Pipeline for debiasing and improving error bar estimates for photometry on top of structured/filamentary background.
Using neural networks to extract sufficient statistics from data by maximising the Fisher information
Neural Network Interpolator for Atlas9/MARCS/PHOENIX stellar model atmospheres
Scripts used during production of Displaced Gamers videos
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Tensors and Dynamic neural networks in Python with strong GPU acceleration