worasom Goto Github PK

2015

Public material for CS109

airqual-parser

aqi_thailand

Identify sources of winter air pollution in Bangkok

aqi_thailand2

Analyze and model air pollution levels in Bangkok, Chiang Mai and other cities in South East Asian countries.

box-plots-sklearn

An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.

class-projects

projects from MOOCs

course-resources-ml-with-experts-budgets

Further student resources for DrivenData's 'Machine Learning with the Experts: School Budgets' DataCamp course.

data-sets

Data sets used in examples

database_projects

eiffeltower_vs_watarun

Image classification of famous landmark Eiffel Tower and Wat Arun

energy_app

Deploy monthly prediction for US electricity consumption by state

energy_sale_rev

Predict monthly electricity consumption in the US by state

fastai

The fastai deep learning library, plus lessons and and tutorials

hist_images

work pathological images: segmentation, cancer detection

indian_liver_patients

Applied machine learning on Indian patient records to determine which patients have liver disease. This is a kaggle[https://www.kaggle.com/uciml/indian-liver-patient-records/home] competition. The data is from Lichman, M. (2013). UCI Machine Learning Repository [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.

jr-breastpathq

BreathPathQ challenge

leap-day

Leap day is a Jekyll theme for GitHub Pages

practical_ts_talk

Material for SF ACM Chapter talk on 10/28

science-responds.github.io-source

Science Responds website source

skopt-hyperparameter-tutorial

Housing a tutorial for Bayesian Optimization using scikit-optimize Gaussian processes, gradient boosting.

spark_projects

stock-price-prediction

Predicting stock price using historical data of a company, using Neural networks (LSTM).

wids_datathon_2019

Predict Oil Palm Plantation from Satellite Images

worasom.github.io

My GitHub pages with links to projects, blogs and previous publications