rajgarg021

llama3-from-scratch

Clean inference code for LLaMA-3 with lots of comments explaining every step

awesome-cryptoeconomics

📚 A curated collection of links for cryptoeconomists

bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

blog

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deltapy

DeltaPy - Tabular Data Augmentation

DeOldify

A Deep Learning based project for colorizing and restoring old images (and video!)

diffusion-from-scratch

Implementing the DDPM paper from scratch to learn about diffusion models

ethereumbook

Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood

facenet

Face recognition using Tensorflow

gpt-from-scratch

Implementing a Decoder-Transformer network (10M parameters) from scratch

lazynlp

Library to scrape and clean web pages to create massive datasets.

quantization

Implementing various quantization techniques for neural networks using PyTorch

stable-diffusion-from-scratch

teenytoken

Clean implementation of Byte-Level Byte Pair Encoding algorithm commonly used for tokenization for LLMs

Fine-tuning-BERT-for-sentiment-analysis

image-to-json

LLM-experiments

experimenting with various proprietary and open-source LLMs

MathAndScienceNotes

Notes/links on math and science, including statistics, bayes, cmpsc, quant trading, machine learning, etc

rag_textual_context

rag_video_context

Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Screenshot-to-code

A neural network that transforms a design mock-up into a static website.

teenygrad

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

wtfpython

If you think you know Python, think once more!