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

计算机自学指南

Materials for teaching R and tidyverse

Single-cell multi-omics analysis reveals regulatory programs in clear cell renal cell carcinoma

Python - 100天从新手到大师

Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。

VIP cheatsheets for Stanford's CS 229 Machine Learning

Implementation of algorithms introduced in CS229.

Supplementary materials and code for the BMC Bioinformatics journal article "Machine learning with the TCGA-HNSC dataset: Improving performance by addressing inconsistency, sparsity, and high-dimen…

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。

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Codes of my MOOC Course <Play with Linear Algebra>. Updated contents and practices are also included. 我在慕课网上的课程《玩转线性代数》示例代码，使用Python语言。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

《Python统计与数据分析实战》课程代码，包含了大部分统计与非参数统计和数据分析的模型、算法。回归分析、方差分析、点估计、假设检验、主成分分析、因子分析、聚类分析、判别分析、对数线性模型、分位回归模型以及列联表分析、非参数平滑、非参数密度估计等各种非参数统计方法。

线性代数笔记

鉴于我没有时间继续写这个东西，这个项目暂时废止

概率统计学入门。实现一些概率、采样、统计相关的算法

涵盖LeetCode、剑指offer、手撕代码高频算法题、ML重点知识点以及概率智力题等

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

collecting books, papers and docs.

Scripts for paper entitled "Limits in the detection of m6A changes using MeRIP/m6A-seq

CLIP-seq Analysis of Multi-mapped reads

《Python Cookbook》 3rd Edition Translation

IsoSeq3 - Scalable De Novo Isoform Discovery from Single-Molecule PacBio Reads

ENCODE long read RNA-seq pipeline

Repository to accompany "Sequencing 16S rRNA gene fragments using the PacBio SMRT DNA sequencing system"

Miscellaneous collection of Python and R scripts for processing Iso-Seq data

Informatics for RNA-seq: A web resource for analysis on the cloud. Educational tutorials and working pipelines for RNA-seq analysis including an introduction to: cloud computing, critical file form…

Shell wrappers for common NGS pipelines, RNAseq, ChIPseq, ATACseq, CUT&RUN/TAG, WGS, etc.