Pinned Repositories
CV_ZhuoCAO
CV & Resume of Zhuo CAO
hmm_for_autonomous_driving
🎓 Educational application of Hidden Markov Model to Autonomous Driving 🚕🚙🚗
lane-change-prediction-lstm
LSTM lane-changing detection utilizing highD dataset
lane_change_detection
Data driven lane change detection using US101 highway data, HMMs, and change point detetion.
multiclass-traffic-assignment
multiclass-traffic-assignment for thesis research in UNSW
MyResume
Latex template of my resume
shap
A game theoretic approach to explain the output of any machine learning model.
Traffic-Assignment-Frank-Wolfe-2021
This simple script computes the traffic assignment using the Frank-Wolfe algorithm (FW) or the Method of successive averages (MSA). It can compute the User Equilibrium (UE) assignment or the System Optimal (SO) assignment. The travel time cost function that models the effect of congestion on travel time is pluggable and definable by the users.
trajectory_dataset_support
Some plugins for highD series dataset
TransportationNetworks
Transportation Networks for Research
ZhuoCaooo's Repositories
ZhuoCaooo/multiclass-traffic-assignment
multiclass-traffic-assignment for thesis research in UNSW
ZhuoCaooo/hmm_for_autonomous_driving
🎓 Educational application of Hidden Markov Model to Autonomous Driving 🚕🚙🚗
ZhuoCaooo/trajectory_dataset_support
Some plugins for highD series dataset
ZhuoCaooo/CV_ZhuoCAO
CV & Resume of Zhuo CAO
ZhuoCaooo/lane-change-prediction-lstm
LSTM lane-changing detection utilizing highD dataset
ZhuoCaooo/lane_change_detection
Data driven lane change detection using US101 highway data, HMMs, and change point detetion.
ZhuoCaooo/MyResume
Latex template of my resume
ZhuoCaooo/shap
A game theoretic approach to explain the output of any machine learning model.
ZhuoCaooo/Traffic-Assignment-Frank-Wolfe-2021
This simple script computes the traffic assignment using the Frank-Wolfe algorithm (FW) or the Method of successive averages (MSA). It can compute the User Equilibrium (UE) assignment or the System Optimal (SO) assignment. The travel time cost function that models the effect of congestion on travel time is pluggable and definable by the users.
ZhuoCaooo/TransportationNetworks
Transportation Networks for Research
ZhuoCaooo/wtmm
Wavelet Transform Modulus Maxima