bsungwoo

bsungwoo

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Company:Seoul National University

Location:Seoul

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bsungwoo's starred repositories

grok-1

Grok open release

Language:PythonLicense:Apache-2.0Stargazers:49237Issues:561Issues:204

faiss

A library for efficient similarity search and clustering of dense vectors.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Language:PythonLicense:Apache-2.0Stargazers:24398Issues:219Issues:3832

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Language:PythonLicense:MITStargazers:10007Issues:42Issues:403

WizardLM

LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

geopandas

Python tools for geographic data

Language:PythonLicense:BSD-3-ClauseStargazers:4388Issues:104Issues:1613

TCN

Sequence modeling benchmarks and temporal convolutional networks

Language:PythonLicense:MITStargazers:4104Issues:94Issues:74
Language:PythonLicense:Apache-2.0Stargazers:3962Issues:51Issues:114

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Language:PythonLicense:MITStargazers:3544Issues:114Issues:54

torchio

Medical imaging toolkit for deep learning

Language:PythonLicense:Apache-2.0Stargazers:2026Issues:18Issues:454

MedicalNet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

Language:PythonLicense:NOASSERTIONStargazers:1895Issues:63Issues:80
Language:Jupyter NotebookLicense:MITStargazers:952Issues:37Issues:205

Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

goatools

Python library to handle Gene Ontology (GO) terms

Language:PythonLicense:BSD-2-ClauseStargazers:754Issues:23Issues:210
Language:PythonLicense:MITStargazers:301Issues:7Issues:29

plotai

PlotAI - Your Ultimate Plotting Assistant! 📊🤖 Use ChatGPT-3.5 to create plots in Python and Matplotlib directly in your Python script or notebook.

Language:PythonLicense:Apache-2.0Stargazers:299Issues:4Issues:6

clustergrammer

An interactive heatmap visualization built using D3.js

Language:JavaScriptLicense:MITStargazers:231Issues:24Issues:46

cellxgene_VIP

Enables cellxgene to generate violin, stacked violin, stacked bar, heatmap, volcano, embedding, dot, track, density, 2D density, sankey and dual-gene plot in high-resolution SVG/PNG format. It also performs differential gene expression analysis and provides a Command Line Interface (CLI) for advanced users to perform analysis using python and R.

Language:HTMLLicense:MITStargazers:127Issues:6Issues:101

rapids_singlecell

Rapids_singlecell: A GPU-accelerated tool for scRNA analysis. Offers seamless scverse compatibility for efficient single-cell data processing and analysis.

Language:PythonLicense:MITStargazers:122Issues:9Issues:45

EvoBind

In silico directed evolution of peptide binders with AlphaFold

Language:Jupyter NotebookStargazers:77Issues:6Issues:15

RAG-Chatbot-with-Confluence

RAG Chatbot with Confluence

Language:Jupyter NotebookLicense:MITStargazers:63Issues:1Issues:1

cellxgene-gateway

Cellxgene Gateway allows you to use the Cellxgene Server provided by the Chan Zuckerberg Institute (https://github.com/chanzuckerberg/cellxgene) with multiple datasets.

Language:PythonLicense:Apache-2.0Stargazers:52Issues:12Issues:61

arkzip

Ark 라이브러리를 사용한 범용 압축 해제 프로그램.

Language:C++License:NOASSERTIONStargazers:52Issues:4Issues:12

AutoBA

An AI Agent for Fully Automated Multi-omic Analyses

Language:PythonLicense:MITStargazers:48Issues:3Issues:3

SpatialScope

A unified approach for integrating spatial and single-cell transcriptomics data by leveraging deep generative models

Language:PythonLicense:GPL-3.0Stargazers:44Issues:3Issues:15

Ceograph

CEll spatial Organization-based graph convolutional network

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:16Issues:2Issues:3

CELLama

CELLama Project

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:11Issues:3Issues:1

STopover

capturing spatial colocalization and interaction in the TME using topological analysis in spatial transcriptomics data

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:2Issues:2Issues:2

cellxgene-prepare

cli for preprocessing data for use with cellxgene

Language:PythonLicense:MITStargazers:2Issues:0Issues:0