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engichang1467
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A deep-dive on the entire history of deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
AlphaGo Zero Reimplementation. MCTS Self Play library.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Code Repository for Machine Learning with PyTorch and Scikit-Learn
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced research…
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Materials for the Hugging Face Diffusion Models Course
This repository contains demos I made with the Transformers library by HuggingFace.
Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.
For code etc relating to the network training process.
An open-source implementation of the AlphaGoZero algorithm
Code and other material for the book "Deep Learning and the Game of Go"
A chess engine in Python using numPy (WIP). Livestreamed here: www.youtube.com/watch?v=1QotIA4_jb4
500 AI Machine learning Deep learning Computer vision NLP Projects with code
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Companion webpage to the book "Mathematics For Machine Learning"
A middle-to-high level open source algorithm book designed with coding interview at heart!
🧬 Training the car to do self-parking using a genetic algorithm
Information for navigating the world of tech as a student, written by a student
One second to read GitHub code with VS Code.
Online book store is a single page(SPA) web application built from scratch using Angular 8 and Java spring boot with mysql database.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
