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algorithm-note

该系列包括数组，链表，树，图，递归，DP，有序表等相关数据结构与算法的讲解及代码实现。

algorithms

A collection of algorithms and data structures

algorithms-1

Bug-tracking for Jeff's algorithms book, notes, etc.

awesome-python

A curated list of awesome Python frameworks, libraries and software.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

crunchbase-ml

Merge and Acquisitions Prediction based on M&A information from Crunchbase.

dataminingwithr

Data Mining with R - Learning with Case Studies

datasharing

The Leek group guide to data sharing

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

dimensionreduction

Short course on dimension reduction for AMSI

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

fastbook

Draft of the fastai book

latex-cookbook

LaTeX论文写作教程 (中文版)

machine-learning-note

机器学习笔记

matplotx

:bar_chart: Extensions for Matplotlib

matsim-example-project

A small example of how to use MATSim as a library.

mediumposts

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

mlwr

Machine Learning with R

msa

Python implementation of the method of successive averages (MSA) for traffic assignment.

multisim-base

This is basic traffic simulator in Python for teaching traffic simulation course

ns3-sumo-interface

Network Simulation for Urban Mobility: Interface between ns-3 and SUMO. The project allow user to control ns-3 LTE module and the UE mobility from SUMO. (developed by Wireless and Mobile Networking Laboratory in National Tsing Hua University)

nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database

ocean

paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

phoenixgo

Go AI program which implement the AlphaGo Zero paper

plymouth-traffic-env

A python API for the SUMO environment of Plymouth Rd.

python-for-arcgis-pro

Code Repository for Python for ArcGIS Pro, Published by Packt

rtw88

simmobility-prod

SimMobility production repository