Pinned Repositories
ASGL-SNN
Paper : "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023
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.
BCO
behavior cloning from observation
GymExpertTrajectories
Contains Expert Trajectories for various Gym Environments used for State Only Imitation Learning
lingua-rs
The most accurate natural language detection library for Rust, suitable for long and short text alike
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!
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.
StateOnlyImitationLearning
Repository containing my personal notes on ~30 State Only Imitation Learning Papers, used for a Journal Paper.
HridayM25's Repositories
HridayM25/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)
HridayM25/ReinforcementLearning
Some algorithms of Reinforcement Learning implemented by me, in accordance to "Introduction to Reinforcement Learning" by Richard Sutton and Andrew Barto.
HridayM25/ASGL-SNN
Paper : "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023
HridayM25/Multimodal-Psychological-Markers
Multimodal approach to handle psychological issues, extending to psychotic disorders and suicide prevention.
HridayM25/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!
HridayM25/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.
HridayM25/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
HridayM25/ClothesDataset
This dataset contains 11,070 images and their corresponding labels manually annotated by me.
HridayM25/GymExpertTrajectories
Contains Expert Trajectories for various Gym Environments used for State Only Imitation Learning
HridayM25/QuestionAnsweringModel-Experiments
Experimenting with Question Answering Models on my custom dataset, and incorporating Active Learning in the Pipeline.
HridayM25/Sentence-Similarity
Repository for IRIS Labs Recruitment.
HridayM25/Shortsqueeze-Computer-Vision-Work
Work done during the Shortsqueeze internship, for the application 'stylehitch'
HridayM25/StateOnlyImitationLearning
Repository containing my personal notes on ~30 State Only Imitation Learning Papers, used for a Journal Paper.
HridayM25/Vector-Search-Experiments
Implementing and experimenting with the research paper titled "On the Surprising Behavior of Distance Metrics in High Dimensional Space".
HridayM25/Crop-Optimization
HridayM25/deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
HridayM25/doxifyAI
Innovative prototype automates codebase to documentation with GPT-3.5. Accurate, contextually relevant docs enhance code comprehension, boosting efficiency!
HridayM25/FastKaggle
Baseline codes for a fast submission in Kaggle Competitions
HridayM25/GANSwithTorch
Implementing GAN architectures from scratch with Torch, leading to architectures like GAIL used for Imitation Learning.
HridayM25/gym
A toolkit for developing and comparing reinforcement learning algorithms.
HridayM25/harveeco
Our project submission at ETH India `23.
HridayM25/HridayM25.github.io
My personal portfolio.
HridayM25/LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
HridayM25/mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
HridayM25/PolicyGradients
Implementation of different On-Policy and Off-Policy Policy Gradient Methods
HridayM25/reDocs.ai
HridayM25/scanpy
Single-cell analysis in Python. Scales to >1M cells.
HridayM25/SEBIHackathon-Finance-ML-
ML Experiments for SEBI Hackathon. Looking into multimodal application in finance.
HridayM25/SemanticCodeSearch
HridayM25/Summarization-Work
Work done in Summarization Tasks