PGKANG's repositories
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
Carla-RL
Reinforcement Learning codebase for self-driving car in Carla
leeml-notes
李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes
Self-Driving-Vehicle-Control-Using-Carla
In this project I implement a controller for the CARLA simulator. The goal was to control the vehicle to follow a race track by navigating through preset waypoints (x,y,speed). The vehicle needs to reach these waypoints at certain desired speeds, so both longitudinal and lateral control was required.
Dive-into-DL-TensorFlow2.0
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意
Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
faceai
一款入门级的人脸、视频、文字检测以及识别的项目.
EffectivePyTorch
PyTorch tutorials and best practices.
Self-Driving-Cars
Coursera Open Courses from University of Toronto
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]
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
hybrid-a-star-annotation
Hybrid A*路径规划器的代码注释
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
Motion-Planning-on-CARLA
Implement Motion Planning for autonomous car on CARLA simulator
Online-Vehicle-Routing-DRL
PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplore.ieee.org/document/8693516
pytorch-tutorials-examples-and-books
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
machine_learning_derivation
notes of machine learning algorithm derivation
ROS-Academy-for-Beginners-Book-Melodic
**大学MOOC---《机器人操作系统入门》讲义，升级版本
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
VIO-Doc
主流VIO论文推导及代码解析
ROS-Academy-for-Beginners
**大学MOOC《机器人操作系统入门》代码示例 ROS tutorial
ROS-Academy-for-Beginners-Book
**大学MOOC---《机器人操作系统入门》讲义
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
AutonomousDrivingCookbook
Scenarios, tutorials and demos for Autonomous Driving