janebirman's starred repositories
papers-we-love
Papers from the computer science community to read and discuss.
awesome-interview-questions
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
github-cheat-sheet
A list of cool features of Git and GitHub.
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
tidytuesday
Official repo for the #tidytuesday project
OOTDiffusion
Official implementation of OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on
pytorch-GAT
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
mildlyoverfitted
Paper implementations from scratch and machine learning tutorials
consumer-centric-api-design
Book on HTTP API Design, LaTeX, Creative Commons
PapersReimplementations
Personal short implementations of Machine Learning papers
facebook-marketplace-scraper
This repository contains a script to scrape Facebook Marketplace data using Playwright, BeautifulSoup and Streamlit.
Everything-about-LLMs
A work in progress. Trying to write about all interesting or necessary pieces in the current development of LLMs and generative AI. Gradually adding more topics.
Spotify-Song-Recommendation-ML
UC Berkeley team's submission for RecSys Challenge 2018
Vinted-Scraper
This is a tool to scrape/download images and data from Vinted & Depop using the API and stores the data in a SQLite database.
data-science-template
A template for Data Science projects with a solid Software Engineering Architecture
just-large-models
Just large language models. Hackable, with as little abstraction as possible. Done for my own purposes, feel free to rip.
python-opencv-crop
Crop images using contrast to background
aws-forest-fire-predictive-analytics
Big Data Engineering & Analytics Project
dagster_dbt_metabase_simple_solution
A simple Data Engineering solution for testing or education purposes. You only need to know SQL and Python to understand this project. Dagster is the data orchestration, while DBT is for data transformation. The BI tool is Metabase.
dataEngineering
A repo to track data engineering projects
depopwatch
A very simple module to watch Depop accounts for new listings
SneakerBot
Using Scrapy to scrape both www.depop.com and www.stockx.com.