Hriday Mehta's repositories
Physics-Informed-NN
Containing codes for implementing a Physics Informed Neural Network with the PyTorch Framework based on the original work (https://github.com/maziarraissi/PINNs)
ReinforcementLearning
Some algorithms of Reinforcement Learning implemented by me, in accordance to "Introduction to Reinforcement Learning" by Richard Sutton and Andrew Barto.
GymExpertTrajectories
Contains Expert Trajectories for various Gym Environments used for State Only Imitation Learning
Multimodal-Psychological-Markers
Multimodal approach to handle psychological issues, extending to psychotic disorders and suicide prevention.
No-Library-Machine-Learning
Trying to code out some architectures without using any libraries except the "time" module! There is NO usage of numpy and pandas!
Augmentation-Complete-Pipeline
Provided is the code for performing 10 image augmentations on a training set, with forming corresponding labels (.txt), ready to be used in yolov5.
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
ClothesDataset
This dataset contains 11,070 images and their corresponding labels manually annotated by me.
QuestionAnsweringModel-Experiments
Experimenting with Question Answering Models on my custom dataset, and incorporating Active Learning in the Pipeline.
Sentence-Similarity
Repository for IRIS Labs Recruitment.
Shortsqueeze-Computer-Vision-Work
Work done during the Shortsqueeze internship, for the application 'stylehitch'
StateOnlyImitationLearning
Repository containing my personal notes on ~30 State Only Imitation Learning Papers, used for a Journal Paper.
Vector-Search-Experiments
Implementing and experimenting with the research paper titled "On the Surprising Behavior of Distance Metrics in High Dimensional Space".
deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
doxifyAI
Innovative prototype automates codebase to documentation with GPT-3.5. Accurate, contextually relevant docs enhance code comprehension, boosting efficiency!
FastKaggle
Baseline codes for a fast submission in Kaggle Competitions
GANSwithTorch
Implementing GAN architectures from scratch with Torch, leading to architectures like GAIL used for Imitation Learning.
harveeco
Our project submission at ETH India `23.
HridayM25.github.io
My personal portfolio.
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
PolicyGradients
Implementation of different On-Policy and Off-Policy Policy Gradient Methods
scanpy
Single-cell analysis in Python. Scales to >1M cells.
SEBIHackathon-Finance-ML-
ML Experiments for SEBI Hackathon. Looking into multimodal application in finance.
Summarization-Work
Work done in Summarization Tasks