Debjit Bhowmick's repositories
Data-science-best-resources
Carefully curated resource links for data science in one place
DataScienceResources
Open Source Data Science Resources.
debjitbhowmick.github.io
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
geospatialdatascience
Course materials for: Geospatial Data Science
gpstransmode
GPS-TransMode leverages machine learning algorithms to predict transportation modes from raw GPS data
introdatasci
Course materials for: Introduction to Data Science and Programming
learn-python
đź“š Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
LeuvenMapMatching
Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.
mapmatching
Mapmatching GPS traces on graphs constructed from ESRI shapefiles
matsim-example-project
A small example of how to use MATSim as a library.
matsim-melbourne
A MATSim model for Melbourne
matsim_example-project
An example project for getting started with the MATSim Melbourne model
mesa
Mesa is an agent-based modeling framework in Python
mesa-geo
A GIS extension for Mesa Agent-Based Modeling
movingpandas
Implementation of Trajectory classes and functions built on top of GeoPandas
odjitter
Paper outlining the concept of 'jittering' methods for adding value to origin-destination data
Pedestrian-wayfinding-heuristic-algorithms
Wayfinding heuristic algorithms
Python
All Algorithms implemented in Python
ST-Visions
A Python-based library for interactive spatio-temporal data visualization.
stplanpy
Sustainable Transportation Planner for Python
synthetic-population
Full synthetic population for Melbourne's 4+ million residents
trackintel
trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.
Transportation-Mode-Detection-Using-GPS-Data
Final Year Project in SEU, 2021.06
Walk-sharing-real-data
Contains codes that are shared with journals during the publication process.
walkability-analysis
Analysis of urban walkability using OSM data and python