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MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Updated
Jan 16, 2021
Java
Bug-tracking for Jeff's algorithms book, notes, etc.
A curated list of awesome mathematics resources
Updated
Aug 23, 2021
Python
18.337 - Parallel Computing and Scientific Machine Learning
Updated
Aug 11, 2021
HTML
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
Updated
Feb 1, 2021
Python
훌륭한 Swift 세션 동영상(강좌), 한글 자막있는 혹은 한국어 강의 정보 링크 모음 (Awesome Swift Korean lecture information)
Updated
Apr 6, 2021
Swift
Digital Signal Processing - Theory and Computational Examples
Updated
Jan 25, 2021
Jupyter Notebook
Category theory in the context of (functional) programming
Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich
📖 [译] fast.ai 机器学习和深度学习中文笔记
Updated
Aug 13, 2021
HTML
18.S096 - Applications of Scientific Machine Learning
Lecture notes on univalent foundations of mathematics with Agda
Updated
Sep 27, 2021
Agda
Updated
Apr 7, 2020
Jupyter Notebook
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
Updated
Jul 14, 2021
Jupyter Notebook
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.
Lecture Notes of CS61B Spring 2019.
Tutorial on Symbolic Execution. Hands-on session is based on the angr framework.
Updated
May 14, 2021
Python
📖 [译] fast.ai 数值线性代数讲义 v2
Course Website on Macroeconomic Analysis with Machine Learning and Big Data
This project defines a skeleton repo for creating lecture slides and handouts including lecture notes out of Pandoc Markdown (
http://pandoc.org/MANUAL.html ) using a single source approach.
Lecture notes for Chris Peikert's graduate-level Theory of Cryptography course
Updated
Jul 5, 2018
Jupyter Notebook
📖 [译] UCB CS61a SICP Python 描述 中文版
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