jaydeepthik

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

Gemma-RAG

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

hand-gesture-recognition-CNN

hand gesture recognition based on CNN using tensorflow

kaggle-facial-expression-recognition

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

keras-GAN

DCGAN implementation in keras on CIFAR10 dataset

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

semantic-segmentation-with-IoU-metric-and-DICE-coffecient

road and traffic segmentation with IoU metric and DICE coffecient

UNET-semantic-segmentation

This repository contains code for implementation of the UNET architecture for semantic segmentation.

ViT-pytorch

ViT implementation in PyTorch

jaydeepthik/facial-expression-recognition-webcam

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

jaydeepthik/DLearn

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

jaydeepthik/kaggle-facial-expression-recognition

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

jaydeepthik/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

jaydeepthik/keras-GAN

DCGAN implementation in keras on CIFAR10 dataset

jaydeepthik/UNET-semantic-segmentation

This repository contains code for implementation of the UNET architecture for semantic segmentation.

jaydeepthik/Gemma-RAG

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

jaydeepthik/Siamese-Sentence-Similarity

This repository contains keras implementation of the paper Learning Sentence Similarity with Siamese Recurrent Architectures

jaydeepthik/Graph-Neural-Nets

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

jaydeepthik/jaydeepthik.github.io

jaydeepthik/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

jaydeepthik/semantic-segmentation-with-IoU-metric-and-DICE-coffecient

road and traffic segmentation with IoU metric and DICE coffecient

jaydeepthik/Fast-Gradient-Sign-Adversarial-Attack

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

jaydeepthik/Generic-Helper-Templates

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

jaydeepthik/NMT-neural-machine-translation

keras Neural Machine Translation using seq2seq with teacher forcing.

jaydeepthik/ViT-pytorch

ViT implementation in PyTorch

jaydeepthik/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.

jaydeepthik/axolotl

Go ahead and axolotl questions

jaydeepthik/bert

TensorFlow code and pre-trained models for BERT

jaydeepthik/Facial-keypoint-recognition

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

jaydeepthik/football

jaydeepthik/LLM-implementations

Python implementations of various important concepts in LLMs

jaydeepthik/MyStats

jaydeepthik/PyTorch-implementations

This repository contains implementations of various deep learning models in PyTorch for learning the framework

jaydeepthik/quick-portfolio

Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.

jaydeepthik/sequence-modeling-with-bidirectional-RNNs-LSTMs-1D-convolutions-etc

this repository contains code for modeling temporal sequences using LSTMs, Bidirectional RNNs, pretrained Embeddings (GloVe) and 1D CNNs

jaydeepthik/Siamese-face-verification

siamese face verification using contrastive loss function on orl dataset

jaydeepthik/smell-identification

This repo contains code base for the multi class smell identification challenge posted on https://www.aicrowd.com/challenges/learning-to-smell/leaderboards?challenge_round_id=604

jaydeepthik/spinningup

An educational resource to help anyone learn deep reinforcement learning.

jaydeepthik/The-Kaggle-Book

Code Repository for The Kaggle Book, Published by Packt Publishing