abhraIITKgp

2023QuantInternships

Public quant internship repository, maintained by NUFT but available for everyone.

a-study-in-GANs

AI61009-AI4Manufacturing-Term-Project

RL agent trained from scratch using DDPG+HER to perform robotic arm manipulation

AirQualityForecastingAI60002

Term Paper for ML for Earth System Sciences course of Spring Sem 2022 at IIT Kgp

CABACE

Code and pre-processed data for our paper in AAAI 2022 named CABACE.

CMCL-2021-Predicting-human-reading-patterns

Code for our paper "Leveraging recent advances in Pre-Trained Language Models for Eye-Tracking Prediction" in CMCL@NAACL 2021.

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

reinforcement_learning_course_materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

Transfer-Learning-in-RL

Transfer Learning in RL to improve sample efficiency

University-of-Turku-Research-Project

abhraIITKgp/Transfer-Learning-in-RL

Transfer Learning in RL to improve sample efficiency

abhraIITKgp/AI61009-AI4Manufacturing-Term-Project

RL agent trained from scratch using DDPG+HER to perform robotic arm manipulation

abhraIITKgp/CMCL-2021-Predicting-human-reading-patterns

Code for our paper "Leveraging recent advances in Pre-Trained Language Models for Eye-Tracking Prediction" in CMCL@NAACL 2021.

abhraIITKgp/reinforcement_learning_course_materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

abhraIITKgp/2023QuantInternships

Public quant internship repository, maintained by NUFT but available for everyone.

abhraIITKgp/abhraIITKgp.github.io

My personal website

abhraIITKgp/AirQualityForecastingAI60002

Term Paper for ML for Earth System Sciences course of Spring Sem 2022 at IIT Kgp

abhraIITKgp/CABACE

Code and pre-processed data for our paper in AAAI 2022 named CABACE.

abhraIITKgp/University-of-Turku-Research-Project

abhraIITKgp/Advanced-Machine-Learning-CS60073

Assignments and Term Paper Advanced Machine Learning Course (CS60073)

abhraIITKgp/AI42001-MLFA-Assignment-Fall-2021

My solutions of the assignments of the ML course of our university.

abhraIITKgp/AI60002-Machine-Learning-for-Earth-System-Sciences-Spring-2022

abhraIITKgp/Artificial-Intelligence

Electric Vehicle Routing Problem

abhraIITKgp/Brownian-Motion

abhraIITKgp/cartography

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

abhraIITKgp/Deep-Dive-Into-GANs

abhraIITKgp/dl_book

legend

abhraIITKgp/FreeML

A List of Data Science/Machine Learning Resources (Mostly Free)

abhraIITKgp/gdrl

Grokking Deep Reinforcement Learning

abhraIITKgp/machine-learning-systems-design

A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html

abhraIITKgp/MARL_Independent_Deep-Dive

abhraIITKgp/Master-Template

Template and style files for ICLR

abhraIITKgp/Multi-lingual-Disaster-Tweet-Sentiment-Analysis-and-Zero-shot-Evaluation

abhraIITKgp/nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

abhraIITKgp/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

abhraIITKgp/Reinforcement-Learning-Course-Notes-and-Assignments

My code snippets, notes and assignments from the different RL courses I have ventured into...

abhraIITKgp/RepL4RL

Representation Learning for RL

abhraIITKgp/RL-Notes-and-DQN-on-Atari-Breakour-and-Pong

abhraIITKgp/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

abhraIITKgp/Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.