Lingyu Li's repositories
nlp_text_summarization_implementation
Three modules of extractive text summarization, including implementation of Kmeans clustering using BERT sentence embedding
gps_staypoint_detection
GPS data processing
Rigorious_safety_performance_function_Bayesian_approach
Safety performance function (SPF) is one of the most important tools in transportation safety study. The SPF is usually estimated in the frequentist framework. In this study, Bayesian models were used to address the heterogeneity issues.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Bayesian_propensity_score_matching
A simulation-based framework to compare the robustness againist unobserved heterogeneity effect between Bayesian Propensity Score Matching and traditional Propensity Score Matching
Intersection_peds_bike_demand_model_ongoing
Develop the demand models to predict pedestrian and bike volume for Minneapolis urban intersections. This is an on-going project and the data are confidential.
titanic_LL_solution
Kaggle Titanic Data Challenge (https://www.kaggle.com/c/titanic/), Applied several ML classifiers to predict the survival of passengers.
WebApp_New_York_visitor_volume_prediction
NYC check-in prediction
awesome-public-datasets
A topic-centric list of HQ open datasets. PR ☛☛☛
coursera-test
Coursera test repos
datasharing
The Leek group guide to data sharing
flasked-altair
Tools to build a dashboard/webapp with Flask and Altair! Inspired by Dash.
folium
Python Data. Leaflet.js Maps.
FourSquare_HeatMap_NYC
A heatmap of checkins from Four Square in NYC for 10 months. Dataset taken from Kaggle
github-actions-course-template
project repo for getting start with github actions
github-actions-demo
A demo repo for github actions
HungaBunga
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
leetcode
👏🏻 leetcode solutions for Humans™
models
Models and examples built with TensorFlow
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
TabPy-docker
Tableau Python Server (TabPy) running in docker
tidytuesday
Official repo for the #tidytuesday project
vega-embed
Publish Vega visualizations as embedded web components with interactive parameters.