tlmakinen Goto Github PK

21cm-unet

Repository for my senior thesis work with CCA Flatiron and Princeton University Astrophysics

alfi

ALFIL: Automatic Likelihood Free Inference (with IMNN)

alfi_lensing

networks for maximal information extraction from BORG weak lensing fields

bahamas-gibbs

Lighter repository for my work at Imperial College London. Designed to work in the framework of BAyesian HeirArchical Modelling for the Analysis of Supernova Cosmology (BAHAMAS).

bahamas-stan

STAN implementation of Bayesian Hierarchical Model for the Analysis of Supernova cosmology (BAHAMAS).

bursting-igmm

Repository for analyzing transcriptional and translational dynamics in embryos

ceh

Repository for data analysis for the Center for Evolutionary Hologenomics at the University of Copenhagen.

cosmicfields

clean version of kosmo-kompress

cosmicgraphs

Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202

deep21

Deep network to separate astrophysical foregrounds from cosmological signal for upcoming 21 cm radio observations. Full paper on arXiv here: https://arxiv.org/abs/2010.15843

deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

degen_discovery

Consolidating the degeneracy discovery code into one repo. Starting with the toy model.

eqnn-jax

Annotated implementations of equivariant neural networks in Jax.

experimental_physics

Repository for my experimental physics class at Princeton University.

fig_library

fishnet-gnn

small repo to test fishnet aggregation for gnns

fishnets_for_degenerates

for detecting degeneracy directions in cosmological (CMB) simulations.

flax

Flax is a neural network library for JAX that is designed for flexibility.

gat-noise

geniza_graph

For exploring translations as a function of senders and receivers in 1100s Cairo

gnn_domainadapt

Inferring cosmology across datasets using Graph Neural Networks and Domain Adaptation

go_figure

Repo for making nice clean paper plots. Lots borrowed from Nikhil Garg's latexify function

graphnbody

small repo for correcting nbody particle fields with GNNs

graphpng

for detecting PNG with graph nets

group-project

Group work project

hacktalks2018

Repository for HackTalks Junction 2018 workshop conferences in Helsinki.

halographs_scratch

Investigating halo catalog information content with graph network IMNNs

hmf

Python halo mass function calculator

hybridstatswl

Repository for finding Hybrid neural statistics for Weak Lensing.

imnn

Code forked from Tom Charnock's awesome IMNN repository: (latest stable version here: https://bitbucket.org/tomcharnock/imnn/src/0.2a5/ ). Working on testing some edge cases in the code. JAX-enabled version on `dev` branch