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MTEB: Massive Text Embedding Benchmark
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。
最全数据分析资料汇总（含python、爬虫、数据库、大数据、tableau、统计学等）
深度学习入门教程, 优秀文章, Deep Learning Tutorial
notes of machine learning algorithm derivation
中文整理的强化学习资料（Reinforcement Learning）
A Baby Robot's Guide to Reinforcement Learning
https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG
Repository for ML in Practice Course at CMU (10-718)
Repo for ML for Public Policy Lab course at CMU
Self-study on Larry Wasserman's "All of Statistics"
VarIant SimulatOR for short, long and linked reads
VIP cheatsheets for Stanford's CS 229 Machine Learning
A curated list of awesome places to learn and/or practice algorithms.
Some worked exercises from Larry Wasserman's "All of Statistics"
A tool for simulating CNVs for WES data. It simulates rearranged genome(s), short reads (fastq) and BAM file(s) automatically in one single command.
A set of tools written in Perl and C++ for working with VCF files, such as those generated by the 1000 Genomes Project.
Bayesian haplotype-based genetic polymorphism discovery and genotyping.
Specifications of SAM/BAM and related high-throughput sequencing file formats
SLiM is a genetically explicit forward simulation software package for population genetics and evolutionary biology. It is highly flexible, with a built-in scripting language, and has a cross-platf…
Simulate genealogical trees and genomic sequence data using population genetic models