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A curated list of awesome projects around the bicycle 🚲
A Python library modeling pedestrian and bicycle trips over networks.
Source Code for 'Modern Deep Learning for Tabular Data' by Andre Ye and Ziang Wang
Research on Tabular Deep Learning: Papers & Packages
A curated list of awesome ggplot2 tutorials, packages etc.
Patchwork for matplotlib: A subplot manager for intuitive layouts in matplotlib, seaborn, and plotnine.
Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.
Repository of course materials for a multi-day course on machine learning for tabular data using Scikit-Learn and XGBoost
The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (FedSTIL)
🚌 A collection of awesome gtfs libraries, resources and other things.
Does urban mobility form a spatiotemporal pattern?
Collection of open data resources for traffic information
Source code for Queue Length Estimation, Incident Detection, Basic Safety Message Emulation and SUMO interfaces developed under NCHRP 08-145 CAT Data for Freeway Operations.
The Connected Vehicle Big Data Analytics Tool code is designed to predict traffic congestion in an 100 ft x 100 ft area every minute an hour ahead of time using Basic Safety Messages (BSM) or avera…
Course materials for: Geospatial Data Science
VED (Vehicle Energy Dataset): A Large-scale Dataset for Vehicle Energy Consumption Research. (IEEE Transactions on Intelligent Transportation Systems, 2020)
The dataset for drone based detection and tracking is released, including both image/video, and annotations.
Topic modeling of NSF Ocean Sciences awards
Awesome Machine Unlearning (A Survey of Machine Unlearning)
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥