Pinned Repositories
100-Days-Of-ML-Code
100 Days of ML Coding
A-Philosophy-of-Software-Design-zh
《软件设计的哲学》中文翻译 A Philosophy of Software Design
AI_ML_DataAnalysis_DataVisualization_Classic-Examples
关于AI,ML,DA,DV等的几个经典案例，包括堵车模拟(NagelSchreckenberg)、蒙特卡洛排队问题(Monte Carlo Queuing Problem)、人脸识别(RecognitionFace)、遗传算法推断图像(IconGenetic)
Andrew-NG-Meachine-Learning
coursera中Andrew Ng的meachine learning的所有编程测验的原文件
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
ASTGCN
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019
BIDS
A Brief Introduction to Data Structures
Bike-Share-Data-Best-Practices
This repo is designed to gather bike share data best practices AND socialize a list of open and free tools to hack on bike share data. This grows from Council Member Brad Lander introducing Int. No 1117-2013 on 24 July 2013. This is a local law to amend the administrative code of the City of New York, in relation to requiring the complication of Citi Bike usage data.
blockchain_guide
Introduce blockchain related technologies, from theory to practice with bitcoin, ethereum and hyperledger.
buskit
A simple bus simulation environment for bus bunching analysis in New York City
donleicode's Repositories
donleicode/waymo-open-dataset
Waymo Open Dataset
donleicode/carla
Open-source simulator for autonomous driving research.
donleicode/Modeling_complex_networks
Modeling complex networks: An implementation based on Python+NetworkX
donleicode/introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
donleicode/Cell_Transmission_Model_Python
A cell transmission model based on python
donleicode/zotero-better-notes
Everything about note management. All in Zotero.
donleicode/FollowNet
Source code for paper "FollowNet: A Comprehensive Benchmark for Car-Following Behavior Modeling"
donleicode/TrafficTheoryProgramming
donleicode/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
donleicode/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
donleicode/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
donleicode/lecture-notebooks-2023
donleicode/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
donleicode/100-Days-Of-ML-Code
100 Days of ML Coding
donleicode/TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
donleicode/ICRA2022-paper-list
https://www.icra2022.org/
donleicode/machine-learning-yearning-cn
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
donleicode/WZU-machine-learning-course
温州大学《机器学习》课程资料（代码、课件等）
donleicode/traffic-big-data-theory-and-applications
《交通大数据理论与方法》
donleicode/unity-traffic-simulation
A Unity asset that lets you easily simulate very simple traffic into your scene.
donleicode/UCF-SST-CitySim-Dataset
Official github page of UCF SST City-Sim Dataset
donleicode/ml
Machine learning tools in JavaScript
donleicode/sumo
Eclipse SUMO is an open source, highly portable, microscopic and continuous road traffic simulation package designed to handle large road networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.
donleicode/UCB-CS61A-20Fall
UCB CS61A fall 2020 Solutions for All Discussions, Labs, Projects, and Homeworks
donleicode/Quant-AI-OR-Math-Statistics
donleicode/Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
donleicode/pyecharts
🎨 Python Echarts Plotting Library
donleicode/DaySim
DaySim Activity-Based Model
donleicode/how-to-research
This is the repository for how to research.
donleicode/python3-cookbook
《Python Cookbook》 3rd Edition Translation