Josh Montague's starred repositories
computer-science
🎓 Path to a free self-taught education in Computer Science!
professional-programming
A collection of learning resources for curious software engineers
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
pure-bash-bible
📖 A collection of pure bash alternatives to external processes.
reverse-interview
Questions to ask the company during your interview
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
full-stack-fastapi-template
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
elements-of-python-style
Goes beyond PEP8 to discuss what makes Python code feel great. A Strunk & White for Python.
the-sourdough-framework
Open source book dedicated to helping you to make the best possible sourdough bread at home.
the-art-of-debugging
The Art of Debugging
codespaces-jupyter
Explore machine learning and data science with Codespaces
Data_Structures_and_Algorithms_in_Python
:book: Worked Solutions of "Data Structures & Algorithms in Python", written by Michael T. Goodrich, Roberto Tamassia and Michael H. Goldwasser. ✏️
testing-ml
🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.
nn-zero-to-hero-notes
Jupyter Notebook notes on Andrej Karpathy's tutorial series, "Neural Networks: Zero to Hero."
hugo-htmx-go-template
Make static Hugo sites dyanmic with htmx and Go
everystreet
An algorithm finding #everystreet route on Open Street Map (OSMnx)
hammock-public
Visualize text embeddings
simple-vecsim-intro
Simple containerized application for spinning up, using, and exploring Redis Vector Similarity capabilities.
techwriting
Technical articles and tutorials (imported from https://github.com/uogbuji/ibmdw)
mediaparty-folktales
Notes and code for learning Hungarian folktales through semantic search and GPT: Media Party 2023 lightning talk
vscode-ctxl
Experimental VS Code coding assistant.