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adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

awesome-foundation-model-single-cell-papers

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

awosome-bioinformatics

A curated list of resources for learning bioinformatics.

chatgpt-next-web

One-Click to deploy well-designed ChatGPT web UI on Vercel. 一键拥有你自己的 ChatGPT 网页服务。

chefboost

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python

csghub

CSGHub is an opensource large model assets platform just like on-premise huggingface which helps to manage datasets, model files, codes and more.　CSGHub是一个开源、可信的大模型资产管理平台，可帮助用户治理LLM和LLM应用生命周期中涉及到的资产（数据集、模型文件、代码等）。CSGHub提供类似私有化的Huggingface功能，以类似OpenStack Glance管理虚拟机镜像、Harbor管理容器镜像以及Sonatype Nexus管理制品的方式，实现对LLM资产的管理。欢迎关注反馈和Star⭐️

data

data for spacejam2

data-science-notes

数据科学的笔记以及资料搜集

data.table

R's data.table package extends data.frame:

deconvolution-papers

List of papers on deconvolution of cell types in bulk RNA-seq based on single-cell signatures

deeplearninghomework

DeepLearning Homework

demobook

online demobook

devc_test

dtreeviz

A python library for decision tree visualization and model interpretation.

getting-started-with-genomics-tools-and-resources

Unix, R and python tools for genomics and data science

giotto

Single-cell spatial analysis toolbox

images

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

pingouin

Statistical package in Python based on Pandas

pointingtothemoon

Super slim Jekyll Theme created for math posts with easy mermaid diagram

prml_homework

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pytorch-emdloss

PyTorch 1.0 implementation of the approximate Earth Mover's Distance

scgpt

scrna-seq_notes

A list of scRNA-seq analysis tools

single-cell-transformer-papers

spagcn

SpaGCN: Integrating gene expression, spatial location and histology to identify spatial domains and spatially variable genes by graph convolutional network

spateo-release

Spatiotemporal modeling of spatial transcriptomics