Nate Shenkute's repositories
write-to-learn
They say the best way of learning is by explaining concepts in your own way. This repo is my attempt at doing that for several topics I come across.
PyTorch-Tutorials
Learning PyTorch for my master-thesis
multi-class-text-classification
In this project I performed multi-class text classification to classify titles to matching conference names by using several modules in scikit-learn
nytimes-books
A Data Engineering Project
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
IOS-Development
Repo for learning swift as a hobby
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
ArtofStatistics
Code for 'The Art of Statistics'
Complete-CheatSheets
This repo contains all the cheatsheets you need to keep handy, I will add more soon.
deploy-flex-actions
Deploying flexdashboard on Github Pages with Docker and Github Actions
machine-learning
Machine Learning Courses 2017/2018 - MSc Artificial Intelligence @ UvA
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
my-books
Repo to analyse my reading habits
nate-cv
a simple template to write your CV in a readable markdown file and use CSS to publish/print it.
Python
All Algorithms implemented in Python
python-knowledge-repo
This repository contains my reference material that I use in order to improve my code on a day to day basis
quartz
🌱 host your own second brain and digital garden for free
redis-openai-qna
A containerized Question & Answer demo with OpenAI, Streamlit, and Redis as a vector database.
Statistics-for-Data-Science-and-Business-Analytics
A repo to help me brush up on my stat skills before I join my new work
uselectricity-etl
Example for ETL process with R, Docker, and Github Actions.
UvA_Summaries
Summaries of courses in the AI Master programme at UvA
what-happens-when
An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?"