此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

手写实现李航《统计学习方法》书中全部算法

机器学习算法的公式推导以及numpy实现

机器学习算法python实现

A list of deep learning implementations in biology

【火炉炼AI】-机器学习系列文章

Integrating GWAS and spatial transcriptomics for spatially resolved mapping of cells associated with human complex traits.

A practical tutorial for using machine learning algorithms to complete data analysis.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Colocalization scripts for colocalizing GWAS and eQTL signals

Open Source Data Management Software

This is the repo for the learning center home.