Shakthi Perera's starred repositories
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
awesome-theoretical-computer-science
The interdicplinary of Mathematics and Computer Science, Distinguisehed by its emphasis on mathemtical technique and rigour.
papers-we-love
Papers from the computer science community to read and discuss.
professional-programming
A collection of learning resources for curious software engineers
free-programming-books
:books: Freely available programming books
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
how-web-works
What happens behind the scenes when we type www.google.com in a browser?
ADSP_Tutorials
Advanced Signal Processing Notebooks and Tutorials
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
awesome-quantum-computing
A curated list of awesome quantum computing learning and developing resources.
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.
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
computer-science
🎓 Path to a free self-taught education in Computer Science!
engineering-class
Lightning Bits: Engineering for Researchers repo
awesome-blockchain
⚡️Curated list of resources for the development and applications of blockchain.
DeFi-Developer-Road-Map
DeFi Developer roadmap is a curated Developer handbook which includes a list of the best tools for DApps development, resources and references!
k-diffusion
Karras et al. (2022) diffusion models for PyTorch
machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
awesome-computer-vision
A curated list of awesome computer vision resources
datascience
This repository is a compilation of free resources for learning Data Science.
techniques
Techniques for deep learning with satellite & aerial imagery
awesome-for-beginners
A list of awesome beginners-friendly projects.
project-based-learning
Curated list of project-based tutorials
freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.