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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-learning-resources

A small curated list of the resources to learn machine learning / Deep Learning / Reinforcement learning. Feel free to give me a PR to add resources.

bert

TensorFlow code and pre-trained models for BERT

character-level-sequence-generation

using deep learning for generating texts

combining-1d-convolutions-with-recurrent-nets

This repository contains code to determine the correct positions of 1D convolutions with RNNs for best results on sentiment analysis

deep-reinforcement-learning-cart-pole-balancing-

first attempts on deep RL techniques

dlearn

A human emotion recognition based learning assistant. HACKOH/IO - 2019

facial-expression-recognition-webcam

This repository contains code for recognizing facial expression trained on custom CNN model that can run on your webcam

facial-keypoint-recognition

PyTorch implementation of training CNNs (VGG-16) for Facial key point detection

fast-gradient-sign-adversarial-attack

Fast Gradient Sign Adversarial Attack(FGSM) examples creation using FashionMnist dataset

football

fundamentals-of-deep-learning-book

Code companion to the O'Reilly "Fundamentals of Deep Learning" book

gemma-rag

Retrieval Augmented Generation (RAG) using FAISS and Gemma 2b instruction tuned model for answering your questions regarding movies.

generic-helper-templates

Contains generic helper methods/tricks learned throughout time and again for Tensorflow, Keras, Pytorch etc

graph-neural-nets

Basic implementation of a 2-Layer GNN architecture for Node Level task prediction on CORA citation data.

hand-gesture-recognition-cnn

hand gesture recognition based on CNN using tensorflow

jaydeepthik.github.io

kaggle-facial-expression-recognition

This repository contains code for "Challenges in Representation Learning: Facial Expression Recognition Challenge" on kaggle

keras-cats-vs-dogs-small-cnn

keras implementation of CNN for cats vs dogs classification with visualization of the conv layers

keras-gan

DCGAN implementation in keras on CIFAR10 dataset

keras-sentiment-analysis-simple-nn

a neural network based sentiment analysis in keras

learning-word2vec-embeddings

This repository contains code for learning word2vec embeddings using skip-gram model

mystats

nano-gpt

Simple GPT with multiheaded attention for char level tokens, inspired from Andrej Karpathy's video lectures : https://github.com/karpathy/ng-video-lecture

neural-style-transfer

artistic style transfer using cnn

nmt-neural-machine-translation

keras Neural Machine Translation using seq2seq with teacher forcing.

optical-digit-recognizer-cnn

optical digit recognizer using deep learning (CNN)

python-email

basic email application using python

python-image-scraper

a python script to scrape images from google image search