troy-xu Goto Github PK

beautiful-visualization-with-r

《R语言数据可视化之美》配套代码

book

capstone_project_2

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;

duke

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fluentpython-example-code

Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)

fluentpython-example-code-2e

Example code for Fluent Python, 2nd edition (O'Reilly 2022)

geektime2pdf

将极客时间专栏课程的文章和音频文件保存到本地，自动生成PDF文件

gitignore

A collection of useful .gitignore templates

google-research

Google Research

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

interactive-dashboards-and-data-apps-with-plotly-and-dash

Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt

java

Java code for YouTube videos

learn-statistical-learning-method

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

lihang-code

《统计学习方法》的代码实现

machine-learning-using-python

Open Machine learning Projects

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nlp_paper_study

研读顶会论文，复现论文相关代码

pcc

Resources for Python Crash Course, from No Starch Press.

pcc_2e

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

pettingzoo

Gym for multi-agent reinforcement learning

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python

Python code for YouTube videos.

python-machine-learning-by-example

Python Machine Learning By Example, published by Packt

python_productivity

效率专栏

r4ds

R for data science: a book

scaffold

this is a project scaffold for python