isehd's repositories
cs229-ps-2018
My solutions to the problem sets of Stanford cs229, 2018
100-Days-Of-ML-Code
100 Days of ML Coding
advanced-deep-learning-and-reinforcement-learning-deepmind
🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉
apollo
An open autonomous driving platform
AutonomousDrivingCookbook
Scenarios, tutorials and demos for Autonomous Driving
BaiduTraffic
This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).
collection-latex-templates
A collection of all kinds of TeX/LaTeX templates in GitHub ...
CS228_PGM
🌀 Stanford CS 228 - Probabilistic Graphical Models
CS234_RL
🐲 Stanford CS234 : Reinforcement Learning
CS236_DGM
🦍 Stanford CS236 : Deep Generative Models
datascience
A Python library for introductory data science
free-programming-books.pdf
📚 技术书籍 PDF 文件，持续更新
google-maps-services-python
Python client library for Google Maps API Web Services
inspyred
Python library for bio-inspired computational intelligence
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]
lihang-code
《统计学习方法》的代码实现
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
machine-learning-uiuc
🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign
MachineLearning
Machine learning resources
Michael-s-Data-Science-Curriculum
This is the companion curriculum to my guide to becoming a data scientist.
NJU-Machine-Learning
南京大学2019spring机器学习导论资料
OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
Path-planning
Path planning implemented with behavior trees
Python-100-Days
Python - 100天从新手到大师
reinforcement-learning-stanford
🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉
self-driving-vehicles-sim-with-ml
🚗 Self-driving Vehicles Simulation using Machine Learning | PyTorch implementation of "End to End Learning for Self-Driving Cars" (arXiv:1604.07316)
singapore-postal-codes
Data dump of Singapore postal codes from scraping Onemap.sg
supermariohd
Cross-platform HD remake of Super Mario Bros (NES, 1985) with original game mechanics
VRP-RL
Reinforcement Learning for Solving the Vehicle Routing Problem