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applied-deep-learning

Applied Deep Learning Course

audio-classification

Pytorch code for "Rethinking CNN Models for Audio Classification"

audio_deep_learning

awesome-diffusion-models

A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models

awesome-mlops

A curated list of references for MLOps

bert-pytorch

Google AI 2018 BERT pytorch implementation

code_torch

cs236_dgm

🦍 Stanford CS236 : Deep Generative Models

cv

data-science-from-scratch

code for Data Science From Scratch book

data_science

data_science_from_scratch

Kiến thức nền tảng trong lĩnh vực Data Science.

deepul

environmental-sound-classification

football_analytics

⚽📊 A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

generating-sound-with-neural-networks

Code and slides for the "Generating Sound with Neural Network" series on The Sound of AI Youtube channel.

git_demo

gnnpapers

Must-read papers on graph neural networks (GNN)

intro_dgm

An Introduction to Deep Generative Modeling: Examples

music-generation

Implementation of Music Generation in PyTorch

music-generation-using-deep-learning

Music Generation Using Deep Learning🎶🎵

pagerank-hits-simrank

🎏 Python implementation of link analysis algorithm.

pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

pytorch-ner

This is the implemention of named entity recognition model

pytorchforaudio

Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel.

recommendation-system-using-gnns

This repository contains the code for building a recommendation system using Graph Neural Networks(GNNs).

recsys-nlp-graph

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

speech-recognition-examples

Simple Guide How To Build Your Own End-To-End Automatic Speech Recognition System Written In PyTorch

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference