EiffL

jax-gpu-cluster-demo

Little demo of how to instantiate a cluster of GPUs with JAX

SpectralFlow

Tensorflow implementation of stochastic spectral-sums estimators

reveal_gettingstarted

Small repository to help you get your reveal.js repository of talks started

jax-nf

TFP/JAX implementation of Normalizing Flows

LAM2022

Seminar at LAM in March 2022

mesh

Mesh TensorFlow: Model Parallelism Made Easier

NeuralBSpline

Implementation of a Neural B-Spline function approximator in JAX

SSELFI

Summary Statistics Extraction and Likelihood-Free Inference

bayesfast

Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.

bliss

Bayesian Light Source Separator

dalek_nb

Dalek emulator notebooks

GalSim

The modular galaxy image simulation toolkit

halotools

Python package for studying large scale structure, cosmology, and galaxy evolution using N-body simulations and halo models

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Lucide

Personal repo for various scripts and forecasts for my imaginary Lucide survey

mcx

Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.

meeting-registration-form

Online registration form for LSST DESC meetings

ml-in-cosmology

a comprehensive list of published machine learning applications to cosmology

muse_inference

N5K

Non-local No-Nonsense Non-Limber Numerical Knockout

ngmix

Gaussian mixtures and image processing implemented in python

octave_image_processing_example

This is an example of a Jupyter Notebook in Octave to perfom basic Image Processing operations.

Paris2022

Talk at LFI in Paris 2022

robot_arm

ROS package for the control of a 6 DOF robot arm

sbi_experiments

Simulation Based Inference experiments

shamnet

Differentiable Abundance Matching

talks-denise

Repository of public talks

tensorflow

An Open Source Machine Learning Framework for Everyone

tomo_challenge

2020 Tomographic binning challenge

Vienna2022

Talk at the Vienna Astrophysics seminar, March 2022