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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

authserver

code-that-reactstablediffusion

coursera-deep-learning-specialization

Notes, programming assignments and quizzes

create-your-own-adventure

cs224n-win2223

Code and written solutions of the assignments of the Stanford CS224N: Natural Language Processing with Deep Learning course from winter 2022/2023

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

diffusion-nbs

Getting started with diffusion

dog-or-cat-image-classifier

example-coursera-deep-learning-specialization

Programming assignments and lecture notes of the Deep Learning Specialization taught by Andrew Ng and offered by deeplearning.ai on Coursera.

fast-ai-lessons

fullstack-nanodegree-vm

interactivebrokerspythonbot

jackson-databind

General data-binding package for Jackson (2.x): works on streaming API (core) implementation(s)

kratos-selfservice-ui-react

llama.cpp

Port of Facebook's LLaMA model in C/C++

m3l2_forking_lab

m4l1_managing_a_project

manim

Animation engine for explanatory math videos

mathematics-for-machine-learning-and-data-science-specialization

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

my-cs50-web-dev

Study materials

my_coursera_dl_cert

nand2tetris

All projects for Nand2Teris

nand2tetris_2

Computer implementation as described in "The Elements of Computing Systems"

neural-network-from-scratch

A Neural Network implemented from scratch (using only numpy) in Python.

openapi-specification

The OpenAPI Specification Repository

recipes

reflections

sclfunonr

Config files for my GitHub profile.