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aicity2023_drivingaction_challenge

atr_images

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

bitesizebayes

An introduction to Bayesian statistics using Python and (coming soon) R.

bokeh-notebooks

Interactive Web Plotting with Bokeh in IPython notebook

ce599

CE599-002 Data Science for Transportation

class_images

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

countstation_data_processing

crash_prediction

dashboard_webapp

insurance-prediction

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kaggle-credit-card-fraud-detection

kaggle-sms-spam-collection-dataset-

Classified messages as Spam or Ham using NLTK and Scikit-learn

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml_algorithms_from_scratch

Machne Learning algorithms from scratch

montecarlo-psha

Monte Carlo based seismic hazard model for Southern Ghana

mortgage-pred

opencv_facial_sentiment_analysis.

pavement_crack_id

personal_webpage

pl43_dashboard

prediction_of_od_travel_time

recommendation_engine

shapley

A game theoretic approach to explain the output of any machine learning model.

shortlongterm

This repo contains all the codes and sample files for the "Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data" paper

shrp2_plotly_dash

spf-r

R Code to develop and assess a Safety Performance Function

st-dbscan

Implementation of ST-DBSCAN algorithm based on Birant 2007