darrenzeng2012 Goto Github PK

-datasciencecoursera

JHU Data Science Specialization Coursera

100-days-of-ml-code

100 Days of ML Coding

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

animl

A python machine learning library for structured data.

awesome-thesis

A curated list of practical tips and tricks to help you achieve an awesome CS master thesis [WIP] - contributions are welcome

crash-course-computer-science-chinese

:computer: 计算机速成课 | Crash Course 字幕组 (全40集 2018-5-1 精校完成)

datasharing

The Leek group guide to data sharing

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 版权所有，违权必究 Tan 2018.06

deeplearningfromscratch

Reproduce selected deep learning models from scratch in PyTorch

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

dse200_python_for_data_analysis

Homework/Classwork for my DSE 200 Python for Data Analysis Class at UC San Diego (UCSD)

dse210_probability_statistics_python

Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)

dse220_machine_learning

Repo for my graduate data science machine learning class at UCSD (UC San Diego). This course provides a broad introduction to the practical side of machine-learning and data analysis. The topics covered in this class include topics in supervised learning, such as k-nearest neighbor classifiers, decision trees, boosting and perceptrons, and topics in unsupervised learning, such as k-means, PCA and Gaussian mixture models.

fly_us

美国大学备考资料 How to apply US colleges

free-programming-books

免费的计算机书籍资源，欢迎投稿添加

hopr

This is the website for "Hands-On Programming with R," a book that teaches how to program in R, with hands-on examples.

howtobeaprogrammer

A guide on how to be a Programmer - originally published by Robert L Read

introtor

Lecture Code for Introduction to R Programming

learningspark

学习spark写的scala代码，工具使用的是IDEA2017.1.6,欢迎star

machine-learning-with-python

Python codes for common Machine Learning Algorithms

machine_learning_code

机器学习与深度学习算法示例

nohtyp

pdisk

Peter's Cloud Disk

pdpbox

python partial dependence plot toolbox

psych10-book

Source files for Statistical Thinking For the 21st Century

pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier and experimental methods.

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python_data_structures_and_algorithms

Python 中文数据结构和算法教程