Francois Lanusse (EiffL)

EiffL

Geek Repo

Company:@flatironinstitute

Location:New York City

Home Page:http://flanusse.net

Github PK Tool:Github PK Tool


Organizations
bccp
BIDS
cosmicpy
CosmoStat
DifferentiableUniverseInitiative
GalSim-developers
LSSTDESC
LSSTISSC
McWilliamsCenter
ml4astro

Francois Lanusse's starred repositories

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morpheus

A Library For Generating Morphological Semantic Segmentation Maps of Astronomical Images

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tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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3D-galaxies-kavli

Application of ML to get 3D shapes of galaxies from data from 2D images.

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gan

Tooling for GANs in TensorFlow

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compare_gan

Compare GAN code.

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fits2hdf

FITS to HDFITS conversion utility

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unagi

Search and download data from Hyper Suprime-Cam (HSC) Subaru Strategic Survey (SSP)

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DeepMass

Cosmological map inference with deep learning

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RealSim

RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.

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say-no-to-projects

WIP framework for chronic overcommitters

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VQ-VAE-for-emulating-galaxy-images

The code is used for the project of Kavli summer program in Astrophysics in 2019.

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heagy-2018-AEM

Notebooks and python scripts to reproduce the figures shown in "Open source software for simulations and inversions of airborne electromagnetic data," submitted to the AEM 2018 workshop

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invertible-resnet

Official Code for Invertible Residual Networks

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dockerfiles

Dockerfiles for building various DM stacks

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galaxy2galaxy

Library of models, datasets, and utilities to build generative models for astronomical images.

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GalSim

The modular galaxy image simulation toolkit. Documentation:

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tensorflow

An Open Source Machine Learning Framework for Everyone

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manim

Animation engine for explanatory math videos

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DC2-analysis

General analysis tools for the DC2 Data Set.

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george

Fast and flexible Gaussian Process regression in Python

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PyAutoLens

PyAutoLens: Open Source Strong Gravitational Lensing

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tensorflow-forward-ad

Forward-mode Automatic Differentiation for TensorFlow

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Complex-gated-recurrent-neural-networks

Complex domain recurrent neural network gating and Stiefel-manifold optimization in TensorFlow, Neural Information Processing Systems (NeurIPS) 2018.

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mpk_compilation

Create one of the iconic figures in cosmology, from https://arxiv.org/abs/1905.08103 (thanks to Docker/Julia/Jupyter)

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pymanopt

Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation

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mctorch

A manifold optimization library for deep learning

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deep_galaxy_models

Repository hosting code for creating deep generative models for GalSim

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