JaneJiayiDong

Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

beamer

A LaTeX class for producing presentations and slides

scvi-tools

Deep probabilistic analysis of single-cell and spatial omics data

BeamerStyleSlides

🌈Beamer风格的幻灯片模板集。包含了PowerPoint和Keynote两套格式。

scGPT

trustworthyAI

Trustworthy AI related projects

mlforhealthlabpub

Machine Learning and Artificial Intelligence for Medicine.

Cell_BLAST

A BLAST-like toolkit for large-scale scRNA-seq data querying and annotation.

CNNC

covolutional neural network based coexpression analysis

GVAR

An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.

SERGIO

A simulator for single-cell expression data guided by gene regulatory networks

Causal-Discovery-from-Nonstationary-Heterogeneous-Data

Causal Discovery from Nonstationary/Heterogeneous Data.

MIRACLE

Causal-Inference-via-Style-Transfer-for-OOD-Generalisation

This repository contains the codebase for our accepted paper in the Research Track of KDD'23, titled 'Causal-Inference-via-Style-Transfer-for-OOD-Generalisation'.

scMultiSim

A simulator for single cell multi-omics and spatial omics data that provides ground truth to benchmark a wide range of methods.

ReScore

Official code of "Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting" (2023 ICLR)

graphVCI

This repository implements Graph Variational Causal Inference (graphVCI), a framework that integrates prior knowledge of relational information into variational causal inference for the prediction of perturbation effect on gene expressions at single-cell and marginal level.

iDAG

nodags-flows

CCL

Connectivity-contrastive learning (CCL)

sparse_shift

DARING-

Code for DARING: Differentiable Causal Discovery with ResidualIndependence (KDD2021)

RiTINI

Regulatory Temporal Interaction Network Inference