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aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

carla

Open-source simulator for autonomous driving research.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cpprobotics

cpp implementation of robotics algorithms including localization, mapping, SLAM, path planning and control

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

data-science-notes

数据科学的笔记以及资料搜集

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning-1

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

fastbook

Draft of the fastai book

frenet

Transform Frenet (s,d) to local Cartesian (x,y) coordinates.

git-demo

demo

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

hello-world

Just another repository

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lecture_ai_in_automotive_technology

This is the github Repository that belongs to the lecture "Artificial Intelligence in Automotive Technology" from the Institute of Automotive Technology of the Technical University of Munich

leetcode

LeetCode题解，151道题完整版

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lihang-code

《统计学习方法》的代码实现

llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

machine-learning-course

:speech_balloon: Machine Learning Course with Python

machine-learning-notes

周志华《机器学习》手推笔记

machine_learning_beginner

机器学习初学者公众号作品

math-as-code

a cheat-sheet for mathematical notation in code form

mpcc

Model Predictive Contouring Controller (MPCC) for Autonomous Racing

myarticles

opencv

Open Source Computer Vision Library

prml

PRML algorithms implemented in Python

project-based-learning

Curated list of project-based tutorials

px4-user_guide

PX4 User Guide