YunyiShen

Awesome-Coreset-Selection

Awesome coreset/core-set/subset/sample selection works.

phylonn

Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks

susieR

R package for "sum of single effects" regression.

nbi

Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications

SB-FBSDE

Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022

gWOT

Global Waddington-OT

marinedebrisdetector

DataConditionalABC

vae-audio

Variational auto-encoders for audio

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

2023_WolfHabitatGermany

npde

Nonparametric Differential Equation Modeling

ding_causalInference_python

python implementation of Peng Ding's "First Course in Causal Inference"

diffusion_schrodinger_bridge

PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.

bayes-vis-paper

'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)

MAP-Mapper

GP_Sinkhorn

GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134

finite-element-networks

Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks" at ICLR 2022

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

npode

Learning unknown ODE models with Gaussian processes

odeformer

action-matching

Implementation of Action Matching for the Schrödinger equation

statistical_ecology

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Macro_Coevolution

DendroPy

A Python library for phylogenetic scripting, simulation, data processing and manipulation.

DeepMIR

Teaching material for the course "Deep Learning for Music Analysis and Generation" I taught at National Taiwan University (2023 Fall)

zhao

【编程随想】整理的《太子党关系网络》，专门揭露赵国的权贵

zhuque

朱雀仿宋/朱雀宋朝/Zhuque Fangsong: An open-source Fangsong typeface project

EnbPI

Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction for time-series (journal, IEEE TPAMI)