25% computer scientist, 25% statistician, 25% biologist, 25% gamer.
scEval. Codes for paper: Evaluating the Utilities of Large Language Models in Single-cell Data Analysis.
116MuSe-GNN. [NeurIPS 2023] Official codes of "MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data"
30UKBioLM. [NPJ AI] A foundation model for individual genome modelling
26scELMo. [Cell Patterns] Codes for paper: scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis
24spEMO. [Nature Biomedical Engineering]This is the official code repo for the paper: spEMO: Exploring the Capacity of Foundation Models for Analyzing Spatial Multi-Omic Data.
21BAITSAO. [Nature Communications] A foundation model for drug synergy analysis
15Geneverse. [EMNLP 2024] This is the official code repo for the paper: Geneverse: A collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research.
11CVQVAE. Codes for paper: CVQVAE: A REPRESENTATION LEARNING METHOD FOR MULTI-OMICS SINGLE CELL DATA INTEGRATION
10AWGAN. Codes for paper: AWGAN: A Powerful Batch Effect Removal Model for scRNA-seq Data
8VISTA. Jupyter Notebook
5Deepsynergy_pytorch. A pytorch and lightining version of Deepsynergy
4UNICORN. [Nature Communications] Universal prediction model
4SuperGLUE. [Cell Reports Methods] SuperGLUE
3sprefine. Codes for paper: spRefine Denoises and Imputes Spatial Transcriptomics with a Reference-free Framework Powered by Genomic Language Model
2Awesome-DNA-Language-Modelling. This is a repo for papers/projects focusing on DNA sequence modelling
2VISTA_reproduce. The codes used to reproduce the results in paper: VISTA Uncovers Missing Gene Expression and Spatial-induced Information for Spatial Transcriptomic Data Analysis
2DanQ_pytorch. The pytorch version of DanQ.
2ARIEL. Python
2evo2. Genome modeling and design across all domains of life
1transformGamPoi-Paper. HTML
1MOK. A mixture of experts version of KANs
1Open-problems-for-single-cell-2022-Silver-medal-solution. Jupyter Notebook
1mnnpy. An implementation of MNN (Mutual Nearest Neighbors) correct in python.
1ai-deadlines. :alarm_clock: AI conference deadline countdowns
1HelloWorldLTY.github.io. Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
1ECE385-PNG-WAV-processing. Helper Tools for ECE385 Final Projects, PNG_TO_RAM(for SRAM), PNG_TO_TXT (for On-chip Memory), WAV_TO_RAM(for flash/SRAM/SDRAM)
1RobustCell. Jupyter Notebook
1scLLMExplorer. Codes for the "AI Foundation Models" course project
1CS225-DataStructure-inpython. CS225 class example for ZJU-UIUC institute
1STAT542-Statistical-Learning. Also known as CS598, Advanced Statistical Learning
1GenesTroBot. Codes for paper: GenesTroBot
1propr_python. This is a python implementation of r package propr: https://www.nature.com/articles/s41598-017-16520-0
1Tangram_v2. update tangram with correlation regularization and batch design
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