Mridul's Projects
Code replicating the paper "Attention Is All You Need"
Binary Classification for Pneumonia in chest X-ray using various architectures such as ResNet18, VGG-16, AlexNet etc. & implementation using PyTorch Framework.
Learning materials for Deep Learning with PyTorch & Tensorflow with examples and some projects.
Code replicating the paper "Deep Residual Learning for Image Recognition"
Basic Deep Learning Projects
Our model predicts binding affinity across a diverse set of drugs and target groups. Drug-target interaction prediction task aims to predict the interaction activity score in silico given only the accessible compound structural information and protein amino acid sequence.
With this project our intent is to create a full, playable aeroplane racing game in Unity with incredibly challenging AI opponents. The flight in the game will imitate real world flights through training with reinforcement learning, specifically PPO (Proximal Policy Optimization).
Simple Django project to play some games.
The Unified AI Framework
Platform that summarizes videos and documents and chatbot specific documents and videos we choose. Built using Whisper, langchain, pinecone and openAI api.
This repo consists practice and notes of the time I learned Machine Learning.
Andrej Karpathy's micrograd.
Basic Machine Learning Projects
Movie Recommendation System that generates recommendation based on cosine similarity and performs sentiment analysis on movie reviews. ML using Python and deployment using Flask.
Family of Nepali Language Models
Learning Materials for basic probabilistic ML and DL concepts with implementation using Tensorflow framework.