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algorithm-leetcode

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

carnd-advanced-lane-lines

Use OpenCV to output visual display of the lane boundaries and numerical estimation of lane curvature and deviation from lane center

carnd-behavioral-cloning-p3

Collect data of good driving behavior. Build a CNN that predicts steering angles from images

carnd-capstone

Build ROS nodes to implement core functionality of autonomous vehicle: Perception, Planning and Control

carnd-extended-kalman-filter-project

Use a kalman filter and an extend kalman filter to estimate the state of a moving object with noisy lidar and radar measurements

carnd-lanelines-p1

Use Opencv to make a pipeline that finds lane lines on the road

carnd-object-detection-lab

carnd-particle-filter-project

Use a 2D particle filter to estimate position of a vehicle using noisy GPS data, control input and sensor observation

carnd-path-planning-project

Create a path planner that is able to navigate a car safely around a virtual highway

carnd-pid-control-project

Use a PID controller for keeping the car on track by adjusting the steering angle and throttle appropiately

carnd-traffic-sign-classifier-project

Classify Traffic Signs using CNN

carnd_notes

These are all my notes written for the Udacity CarND Project

classic_ml

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

deep-reinforcement-learning

《深度强化学习：原理与实践》，Code of the book <Deep Reinforcement Learning: Principles and Practices>

deep_learning_tensorflow

Code for learning deep learning using tensorflow

fastbook

The fastai book, published as Jupyter Notebooks

git_book

教材对应的源码

idp_software

This is the repository for the integrated design project.

python-language

Contain code for learning how to use python

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction