Pinned Repositories
shiwang0211.github.io
Personal website with learning notes on stats, ML, DL, NLP, etc.
anime_classification
Deep learning model to predict anime genre from posters (transfer learning on ResNet), and model deployment on GCP
kdd_cup_2019
Solution to KDD Cup 2019 ML competition using LightGBM and Deep FM
deep_learning_practice
Practice for deep-learning concepts and models; recommendation engine
nlp_practice
Practice for NLP-related concepts and models
Statistics-and-Machine-Learning
ML models, AB tests, time series models, statistical tests
Docker_GCP
Practice with dockers, GCP, REST API, GPU, etc; includes a dockerized CNN/NLP app deployed on GCP
future_food_challenge
Solution to a NLP competition on Tianchi using web scraping, supervised learning and topic modelling
NYC_Taxi
Develop a prediction model for the NYC taxi travel time dataset posted on Kaggle
shiwang0211's Repositories
shiwang0211/shiwang0211.github.io
Personal website with learning notes on stats, ML, DL, NLP, etc.
shiwang0211/reinforcement_learning_practice
Practice for Reinforecement Learning concepts and models
shiwang0211/deep_learning_practice
Practice for deep-learning concepts and models; recommendation engine
shiwang0211/nlp_practice
Practice for NLP-related concepts and models
shiwang0211/anime_classification
Deep learning model to predict anime genre from posters (transfer learning on ResNet), and model deployment on GCP
shiwang0211/Statistics-and-Machine-Learning
ML models, AB tests, time series models, statistical tests
shiwang0211/kdd_cup_2019
Solution to KDD Cup 2019 ML competition using LightGBM and Deep FM
shiwang0211/future_food_challenge
Solution to a NLP competition on Tianchi using web scraping, supervised learning and topic modelling
shiwang0211/passenger_flow_prediciton
Solution to a data competition on Tianchi using Light GBM
shiwang0211/Coding_Practice
shiwang0211/r_package_test
shiwang0211/Docker_GCP
Practice with dockers, GCP, REST API, GPU, etc; includes a dockerized CNN/NLP app deployed on GCP
shiwang0211/pyspark_learn
shiwang0211/time_series_practice
Study time series and implementation in R
shiwang0211/DesignCensus
Analysis for Design Census 2017
shiwang0211/Data-Structure-and-Algorithm
Some practice for COS 226
shiwang0211/Web_Scraping_2
Use twilio and selenium to check application updates and send text notification to my cell phone
shiwang0211/Kaggle_HouseMarket
shiwang0211/NYC_Taxi
Develop a prediction model for the NYC taxi travel time dataset posted on Kaggle
shiwang0211/Web_Scraping
Web scraping with python for a fun project
shiwang0211/API_Test
The goal is to learn and build a RESTful web service by utilizing Python and Flask
shiwang0211/BlueMAC
Quick visualization of BlueMAC detector performance data
shiwang0211/Miscellaneous
Python codes used for processing text files or self-learning
shiwang0211/Course-Project---Data-Mining-and-Statistical-Thinking
Course Project - Data Mining and Statistical Thinking
shiwang0211/Sunguide---Phase-2
Apply filtering rules on data from Sunguide system
shiwang0211/Signal_Performance_Metrics
Data analysis and visualization using ShinyApp and Leaflet
shiwang0211/Sunguide---Phase-I
Apply filtering rules on data from Sunguide system using Numpy and Pandas