Bin Lu's repositories

awesome-machine-learning-1

Learning Resources And Links Of Machine Learning(updating)

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hello-algorithm

🙈🙉🙊 本项目包括:1、我写的三十万字图解算法题典 2、100 张 IT 相关超清思维导图 3、100 篇大厂面经汇总 4、各语言编程电子书 100 本 5、English version supported !!! 🚀🚀 国人项目上榜首不易,右上角助力一波!干就对了,奥利给 !🚀🚀

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tutorials

Tutorials on phylogenetic and phylogenomic inference

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algorithms-sedgewick-python

Algorithms(4th edition) by Robert Sedgewick and Kevin Wayne exercises in python

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Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

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bio_tools

Useful bioinformatic scripts

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Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

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d2l-zh

《动手学深度学习》,英文版即伯克利深度学习(STAT 157,2019春)教材。面向中文读者、能运行、可讨论。

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deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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deeplearning-biology

A list of deep learning implementations in biology

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Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

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dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

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genomics_general

General tools for genomic analyses.

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Grokking-Deep-Learning

this repository accompanies the book "Grokking Deep Learning"

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handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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interesting-python

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

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LeanDojo

Tool for data extraction and interacting with Lean programmatically.

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lihang-code

《统计学习方法》的代码实现

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omicverse

A python framework library for multi omics included bulk and single cell analysis with Python.

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pcc

Resources for Python Crash Course, from No Starch Press.

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pcc_2e

Online resources for Python Crash Course (Second Edition), from No Starch Press

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programmers-introduction-to-mathematics

Code for A Programmer's Introduction to Mathematics

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Python-1

All Algorithms implemented in Python

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pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

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scripts

Scripts for analysis used during the course

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single-cell-best-practices

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

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stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

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TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

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workshop-scRNAseq

Single cell RNA sequencing analysis course

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