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awesome-ai-cheatsheets

AI与数据科学各类工具库速查表与参考代码

awesome-english-ebooks

经济学人(含音频)、纽约客、卫报、连线、大西洋月刊等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新

awesome-public-datasets

A topic-centric list of HQ open datasets.

bigstatsr

R package for statistical tools with big matrices stored on disk.

bupaverse

Easily install and load packages from the bupaverse

coding-interview-university

A complete computer science study plan to become a software engineer.

ecdict

Free English to Chinese Dictionary Database

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

high_performance_r

Instructions and benchmarks for high-performance computing in R

intror

learning-rcpp

My notes as I learn C++ and Rcpp for fast machine learning in R

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine-learning-in-action-python3

《机器学习实战》的python3源码

posterdown

Use RMarkdown to generate PDF Conference Posters via HTML

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

r

Collection of various algorithms implemented in R.

r-future-recipes

🚀 Guides and examples for the future framework in R

rcpp4everyone_en

Rcpp for everyone

rmarkdown-example

R Markdown example showing figures & tables with captions, equations, inline R values and references with a Zotero library

rnaseqdb

scrna-seq_online

single cell

showtext

Using Fonts More Easily in R Graphs

single-cell-best-practices

https://www.sc-best-practices.org

tmwr

Code and content for "Tidy Modeling with R"

ttr

widespread TTR, Ttr expression in human and mouse data sets

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow