Eltina Widasari Hutahaean's repositories
Airbnb-Dynamic-Pricing-Optimization
[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.
Automated-Manual-Comparison
Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.
box-plots-for-education
Competition results for Box-plots for Education https://www.drivendata.org/competitions/4/
deploying-machine-learning-apps
Learning to productionize machine learning
digit-image-recognition-app
MNIST digit image recognition with CNN using keras with tensorflow backend. Flask app deployed with docker.
fingers-love-dancing-blogging-platform
My first attempt at building flask web app and hosting it at heroku. Not perfect, but hurray anyway!
quotebook
My beloved quotebook
text-clustering-app
The app cleans up free texts and applies k-means to cluster them. Deployed with docker.
Covertype_Analysis
Repo that explores various forest covertypes and houses a flask multi-class classifier
dagdata
Data for the HarvardX courses: PH525x
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
dynamic-prices
Dynamic pricing for selling perishable goods
example-models
Example models for Stan
figures
R code for figures on Statistics with R slides
flask_bootcamp
Playing Flask around, i know you also enjoy it Flask! As long as it's mutual let's have fun, shall we?
flotbioinfo
notebooks for the bioinformatics mooc
ipython-notebooks
A collection of IPython notebooks covering various topics.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
rosalind.info
python code for rosalind challenges
seamls2019
Materials from the South East Asia Machine Learning School 2019 event
spark
Mirror of Apache Spark
tensorflow-deep-learning
Learning deep learning with tensorflow
try-django-blogging-app
Learning django by creating a blogging app