Guocong Zhai's starred repositories
mamba-tabular
Mambular is a Python package that brings the power of Mamba architectures to tabular data, offering a suite of deep learning models for regression, classification, and distributional regression tasks. This includes models like Mambular, FT-Transformer, TabTransformer and tabular ResNets.
Reconstruct100CarNDSData
This repository reconstructs bird's eye view trajectories of vehicles involved in crashes and near-crashes from 100-Car Naturalistic Driving Study (NDS) radar data.
Awesome-Multimodal-Urban-Computing
A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.
DriverSpaceInference
This repository offers code to repeat experiments and reuse the method in the study "Inferring vehicle spacing in urban traffic from trajectory data".
Resource---Emerging-Mixed-Traffic-of-AV-and-HDV
Online Resource Repository: Datasets, Simulation Platforms, and Empirical Research on Emerging Mixed Traffic of Automated Vehicles and Human-driven Vehicles
WaymoObjectDetection
Object Detection training and evaluation based on Waymo Dataset
bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
Advanced-Python-Programming-Second-Edition
Advanced Python Programming, Second Edition, published by Packt
bayesian-optimization-in-action
Source code for Bayesian Optimization in Action, published by Manning
iml_bremen_2023
Exercises for the Lecture in Interpretable Machine Learning taught at the University of Bremen in 2023
causal-confusion
Code for paper Causal Confusion in Imitation Learning
urban-pulse
A standalone version of Urban Pulse