AaronWChen
Data Scientist; Worked on Pokemon GO and Medicare; Interested in Natural Language Processing; Outdoorsy, pun-loving, & food-loving photographer
SF Bay Area
Pinned Repositories
AaronWChen.github.io
Aaron W. Chen's portfolio. Forked from Erin Hoffman's fork of a Bootstrap 4 resume/CV theme created by Start Bootstrap
analyzing-macbeth-project-seattle-ds-062419
applying-gradient-descent-lab-seattle-ds-062419
applying-gradient-descent-seattle-ds-062419
MeaLeon
Have a favorite dish but want to try something with similar ingredients but from another cuisine? MeaLeon uses natural language processing to compare the ingredients of a dish you like and finds 5 dishes from Epicurious, along with links to those recipe pages! Dataset here https://www.kaggle.com/datasets/awchen/ogmealeondata
pogo_shiny_estimator
This repo contains code for a small calculator related to Pokemon Go (PoGo). It uses Python, scikit learn, and Matplotlib/Seaborn.
pokemon_kaggle_fun
This is a repo used for Aaron's Date with Data livestream sessions. It uses a dataset from Kaggle
RHCR
Development repo for working on a russian handwriting recognition ML/AI
suggest_recipe
time_series_zillow
Time series analysis and model building to make a recommendation for the top five zip codes to invest in
AaronWChen's Repositories
AaronWChen/MeaLeon
Have a favorite dish but want to try something with similar ingredients but from another cuisine? MeaLeon uses natural language processing to compare the ingredients of a dish you like and finds 5 dishes from Epicurious, along with links to those recipe pages! Dataset here https://www.kaggle.com/datasets/awchen/ogmealeondata
AaronWChen/suggest_recipe
AaronWChen/time_series_zillow
Time series analysis and model building to make a recommendation for the top five zip codes to invest in
AaronWChen/AaronWChen.github.io
Aaron W. Chen's portfolio. Forked from Erin Hoffman's fork of a Bootstrap 4 resume/CV theme created by Start Bootstrap
AaronWChen/pogo_shiny_estimator
This repo contains code for a small calculator related to Pokemon Go (PoGo). It uses Python, scikit learn, and Matplotlib/Seaborn.
AaronWChen/pokemon_kaggle_fun
This is a repo used for Aaron's Date with Data livestream sessions. It uses a dataset from Kaggle
AaronWChen/benchmarking_tf
AaronWChen/BuenosDS_Stream_Notes
Git repo containing all notes in Markdown for my sites (mostly BuenosDS.dev)
AaronWChen/data_science_template
Template repo structure for Python-based data science projects
AaronWChen/ds_resources
Repo contains markdown file that links to interesting data resources. Could be education, datasets, etc
AaronWChen/dsc-applying-gradient-descent-lab-seattle-ds-080519
AaronWChen/dsc-http-request-response-lab-seattle-ds-080519
AaronWChen/fastapi-alembic-sqlmodel-async
This is a project template which uses FastAPI, Pydantic 2.0, Alembic and async SQLModel as ORM. It shows a complete async CRUD using authentication and role base access control.
AaronWChen/fastbook
The fastai book, published as Jupyter Notebooks
AaronWChen/food2vec
:hamburger:
AaronWChen/intro_stat_learning
This repo contains my notes and code from working through the Introduction to Statistical Learning book by James, Witten, Hastie, and Tibshirani
AaronWChen/ISLP_labs
Up-to-date version of labs for ISLP
AaronWChen/karpathy-zero_to_hero
Working through Andrej Karpathy's Zero to Hero course on neural networks
AaronWChen/Kickin-in-the-Rain
This repo uses a given sqlite database and an API to hybridize data to visualize how much of an effect rain has on a soccer league's win/tie/loss percentages. The goal was to extract, transform, and load (ETL) the given SQL database and combine the information with weather data from DarkSky API calls.
AaronWChen/makemore
An autoregressive character-level language model for making more things
AaronWChen/mealeon_database
AaronWChen/mealeon_fastapi_refactor
AaronWChen/NH_COVID
AaronWChen/pandas_exercises
Practice your pandas skills!
AaronWChen/Reducing-Error-on-King-County-Sales-Prices
This repo performs linear regression and LassoCV on King County Real Estate Sales Data to create a price predictor that attempts to maximize R-squared and minimize root mean square error (in USD)
AaronWChen/TecoGAN
This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.
AaronWChen/TecoGAN-PyTorch
A PyTorch Reimplementation of TecoGAN: Temporally Coherent GAN for Video Super-Resolution
AaronWChen/ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
AaronWChen/uw_madison_courses_grades
Hypothesis testing with UW Madison grades. Project formed from https://www.kaggle.com/Madgrades/uw-madison-courses
AaronWChen/wsl_dev_set_up
This repo contains links and information on how I set up my personal Windows laptop for projects via WSL