Prateek Durgapal's repositories
fin-edubot
A financial chatbot powered by an LLM and retrieval-augmented generation.
jojo-gan-restyle
Python scripts to pre-train, fine-tune and use JoJoGAN with improved GAN inversion.
simple-kerberos
A simple Kerberos implementation using socket programming.
blockchain-raspberry-pi
An IoT based web application deployed in a local blockchain.
custom-creative-creator
A web application to create your own custom creatives (and much more).
fruit-quality-classification-wgan
Classification of defective lemons by augmenting images with GAN variations.
gophercises-sol
My solutions to gophercises (and bonuses).
infrared-to-grayscale
A Backpropagation network to retrieve visible specturm information from Infrared images.
007prateekd
README for my GitHub profile.
bbox-utils
A utility script to transform bounding boxes along with the object image.
breakout-v4
Created a DQN Agent that achieves superhuman score in Breakout-v4.
cartpole-v0
Solved CartPole-v0 with REINFORCE algorithm.
date-conversion
A not-so-simple Date Conversion with Autoencoders.
dbfl-framework
Distributed Blockchain-enabled Federated Learning Framework
digit-recognition
Trained a High Accuracy CNN to identify Digits.
embedded-reber-grammar
Used an Embedded Reber Grammar to check If RNNs identify long-range dependencies.
imdb-sentiment-analysis
Used BERT to perform Sentiment Analysis on IMDb reviews.
kaggle-days-moscow-2022
My code for KaggleDays Moscow Championship Meetup.
nmt-with-attention
Bahdanau Attention mechanism for Spanish to English translation.
publicagent-rtdbms
A web application to handle management and updation of medical records in real time.