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Collection of solutions for the exercises proposed in Udi Manber's book: Introduction to Algorithms -- A Creative Approach.
Unofficial MAX PLANCK INSTITUTE RMarkdown templates and ggplot themes
This repository serves to host the teaching and learning content developed by EDINA, the centre for digital expertise at the University of Edinburgh, in collaboration with Education Scotland to pro…
The Computer Modern LaTeX font for the web
A game theoretic approach to explain the output of any machine learning model.
An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
DS-GA 3001: Tools and Techniques for Machine Learning (NYU Fall 2021)
A tool to automatically generate pseudo-code from source code.
Lime: Explaining the predictions of any machine learning classifier
Better Mathematics is a collaborative platform where staff and students of all years can share academic resources for courses offered by the School of Mathematics at the University of Edinburgh.
Setup instructions and jupyter notebooks for SaxaVord MSc EO Challenge
Source Code for 'Beginning Anomaly Detection Using Python-Based Deep Learning' by Sridhar Alla and Suman Kalyan Adari
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
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]
VLOOK™ 是优雅好用的 Typora/Markdown 主题包和增强插件。 VLOOK™ is an elegant and practical theme package × enhancement plugin for Typora/Markdown.
A pandoc LaTeX template to convert markdown files to PDF or LaTeX.
将Typora伪装成LaTeX的中文样式主题，本科生轻量级课程论文撰写的好帮手。This is a theme disguising Typora into Chinese LaTeX style.
LaTeX templates for the University of Edinburgh's School of Mathematics
Master thesis repository (bookdown report files and shiny files)
Python Data Science Handbook: full text in Jupyter Notebooks
A website displaying hundreds of charts made with Python
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.
《代码随想录》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！🚀
Data Science Algorithms in a Week, published by Packt
My Solutions to Codility (100% performance) (using Python)