Gangcai Xie's starred repositories

enchanted

Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama.

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ollama

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

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efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

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awesome-kan

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

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pykan

Kolmogorov Arnold Networks

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pymol-open-source

Open-source foundation of the user-sponsored PyMOL molecular visualization system.

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genevector

Vector representations of gene co-expression in single cell RNAseq.

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RMySQL

Legacy DBI interface for MySQL

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Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

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pytensor

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

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datasets

Images and other data from the JUMP Cell Painting Consortium

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CEFCON

Deciphering driver regulators of cell fate decisions from single-cell RNA-seq data

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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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cellot

Learning Single-Cell Perturbation Responses using Neural Optimal Transport

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GEARS

GEARS is a geometric deep learning model that predicts outcomes of novel multi-gene perturbations

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scenicplus

SCENIC+ is a python package to build gene regulatory networks (GRNs) using combined or separate single-cell gene expression (scRNA-seq) and single-cell chromatin accessibility (scATAC-seq) data.

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GNNPapers

Must-read papers on graph neural networks (GNN)

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Graph_Transformer_Networks

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

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awesome-graph-transformer

Papers about graph transformers.

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Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

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sympy

A computer algebra system written in pure Python

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private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

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progen

Official release of the ProGen models

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cellxgene

An interactive explorer for single-cell transcriptomics data

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SComatic

A tool for detecting somatic variants in single cell data

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RFdiffusion

Code for running RFdiffusion

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