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an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

applied-unsupervised-learning-with-r

Uncover hidden relationships and patterns with k-means clustering, hierarchical clustering, and PCA

awesome-single-cell

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

bertwithpretrained

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

biof309-2016-fall

biof509

Course materials for the BIOF509 course on Machine Learning and Object Oriented Programming with Python

chromvar

chromatin Variability Across Regions (of the genome!)

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

engineering-shiny-book

Engineering Production-Grade Shiny Apps — To be published in the R Series in 2021.

igv

Integrative Genomics Viewer. Fast, efficient, scalable visualization tool for genomics data and annotations

interview

Interview questions

libpku

北京大学课程资料整理

myhub

My hub for learning and practice

mypython_git

This is just a Python learning Git

pmbio.org

Website for the precision medicine workshop

presentations

NIH BYOB Presentation Materials

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

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

seurat_integration_introduction

This script is a modified script from the Seurat Intergration vignette. Adding certain extra features such as merge, split and subset to allow this script to run on older machines with less Ram

swirl_courses

:mortar_board: A collection of interactive courses for the swirl R package.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

textrous

Textrous! retrieves English words from a gene set. extrous! aims to search "gene-documents", collections of genes and their associated literature based upon databases from PubMed, Jackson Laboratories, and the Online Mendelian Inheritance in Man.

webinars

Code and slides for RStudio webinars