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xyluo25/README.md

Hi πŸ‘‹, I'm Xiangyong Roy Luo

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⚑ GitHub Stats

πŸ”­ I’m currently working on ...

  • Transportation network optimization, Simulation
  • Facility location problems
  • Local statistical modeling
  • ML, RL, LLM, Langchain, open-cv, neural network...
  • Learning...

🌱 Open-Source Python/C++ Packages Developed / Contributed

PKG Name Version/PyPI Downloads Description
1 pyufunc PyPI version Downloads pyufunc consolidates frequently used utility functions into one cohesive package
2 grid2demand PyPI version Downloads A tool for generating zone-to-zone travel demand based on grid cells or TAZs and gravity model
3 utdf2gmns PyPI version Downloads Convert Synchro UTDF data format to other formats, such as GMNS, SUMO, etc...
4 vissim2gmns PyPI version Downloads Downloads Convert VISSIM files (.inpx, .fzp, .fhz) into GMNS format with WGS 1984 coordinates for easy GIS visualization and analysis.
5 exceltopostgresql PyPI version Downloads Automatically save local excel file (xlsx,xls,csv) to postgresql database
6 exceltomysql PyPI version Downloads Automatically save local excel file (xlsx,xls,csv) to MYSQL database
7 exceltosqlserver PyPI version Downloads Automatically save local excel file (xlsx,xls,csv) to SQL Server database
8 gtfs2gmns PyPI version Downloads A class-based instance designed for reading, converting, analyzing, and visualizing GTFS data
9 DLSim PyPI version Downloads Open-source Python package designed for integration of deep learning (first DL)`` and traffic simulation, by extending original C++ based structure of DTALite (second DL)
10 osm2gmns PyPI version Downloads Convert map data from OpenStreetMap to network files in GMNS format
11 plot4gmns PyPI version Downloads An open-source academic research tool for visualizing multimodal networks
for transportation system modeling and optimization
12 pyhelpers PyPI version Downloads An open-source toolkit for facilitating Python users' data manipulation tasks.
13 mgwr PyPI version Downloads Multiscale Geographically Weighted Regression (MGWR) (updating...)
... More on developing status

πŸ‘― Open-Source Repositories Developed / Contributed

Repo(s) Name Description
1 utdf2gmns Synchro utdf format to gmns signal timing format at movement layer
2 osm2mns Convert map data from OpenStreetMap to network files in GMNS format
3 shp2geojson A Graphical User Interface (GUI) convert shp file to geojson file.
4 vissim2gmns Convert VISSIM files (.inpx, .fzp, .fhz) into GMNS format with WGS 1984 coordinates for easy GIS visualization and analysis.
5 vissim2wgs1984 This package has been deprecated, and the latest update has moved to vissim2gmns
6 exceltopostgresql Automatically save local excel file (xlsx,xls,csv) to postgresql database
7 exceltomysql Automatically save local excel file (xlsx,xls,csv) to MYSQL database
8 exceltosqlserver Automatically save local excel file (xlsx,xls,csv) to SQL Server database
9 pyhelpers An open-source toolkit for facilitating Python users' data manipulation tasks.
10 gtfs2gmns Convert GTFS data to GMNS format
11 DLSim Open-source Python package designed for integration of deep learning (first DL)
and traffic simulation, by extending original C++ based structure of DTALite (second DL)
12 plot4gmns An open-source academic research tool for visualizing multimodal networks
for transportation system modeling and optimization
13 pyDTALite Python package for DTALite
14 tmc2gmns Convert TMC identification and reading files to GMNS node and link files, and perform QVDF estimation
15 grid2demand A tool for generating zone-to-zone travel demand based on grid zones and gravity model
16 openTN Open transportation network with macro, meso, and micro (Global-Regional-Local) layers
17 Traffic-Flow-Fundamental-Diagram Open-source codes and test data sets for calibrating a wide range of speed-density fundamental diagrams
18 More repositories: My GitHub ...

πŸ› οΈ Favorite Languages and Tools

OS Preferences: linux linux ISO

Programming: C++ javascript

β€’ AI Frameworks: scikit_learn tensorflow cuda

β€’ Web Development: django flask Dash-plotly react Vue redis html5 css3 boostrap

β€’ Visualization: arcgis arcgispro arcmap arcscene qgis matplotlib plotly chartjs echarts pyecharts

β€’ App Development: qt pyqt git vim pytest

β€’ Simulation: sumo vissim synchro aimsun

β€’ Database: sqlite postgresql mysql sqlserver mongodb milvus

πŸ† Github Awards

xyluo25

⚑ Fun fact: ...

  • An eye for an eye, a tooth for a tooth

Pinned Loading

  1. pyufunc Public

    A set of utility functions that keep Python sweet

    Python 2

  2. grid2demand Public

    Forked from asu-trans-ai-lab/grid2demand

    A tool for generating zone-to-zone travel demand based on grid zones or TAZs and gravity model

    Python 2 1

  3. OpenTI Public

    Forked from DaRL-LibSignal/OpenTI

    Open-TI: Open Traffic Intelligence with Augmented Language Model

    Jupyter Notebook

  4. exceltopostgresql Public

    A model to automatically save your local excel file (xlsx,xls,csv) onto your postgresql database

    Python 1

  5. exceltomysql Public

    This package help to convert your excel files (xlsx,xls,csv) to Mysql database.

    Python 1