Shreyas Bhat's Projects
Starting code for Algonauts 2021 challenge
Vehicle Routing Problem using time windows implemented using Ant Colony Optimization.
A curated list of awesome computer vision resources
Awesome Vehicle Re-identification
Review paper of neuropathic pain diagnosis(NeurIPS 2019) Implemented certain exercises more details in the pdf
A pipeline for radiogenomic classification of preprocessed brain metastases images
Used CNN based models like ResNet101 and InceptionV3 to classify brain tumors on brain MRI image dataset. Further more, used siamese network for one-shot classification using cosine triple loss and l2 triple loss.
Webdev portfolio and my first website
This is a collection of algorithms and approaches used in the book adversarial deep learning
Solutions to problem I'm solving!
Implementation of "Escaping the big data paradigm with Compact Transformers" by Ali Hassani et al. in Keras
An experiment to try to construct ConceptNet KG from strings
Continual Learning
Content for NMA Computational Neuroscience course
Course material for "introduction to Machine Learning and Deep Learning"
Keras documentation, hosted live at keras.io
implementation of algorithms from RL: an introduction by Sutton and Barto
Code for "Generating Novel Leads for Drug Discovery Using LLMs with Logical Feedback" -- Accepted at AAAI 2024
Explainable mask face recognition using Xcos method and ablation cam
A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)
Predicting properties of small molecules using MPNN on QM9 dataset
ICLR 2022