abhranilchandra

AI61009-AI4Manufacturing-Term-Project

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

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.

DiffClone

Code of our "DiffClone" Paper presented in TOTO Workshop at NeurIPS 2023

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.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

reinforcement_learning_course_materials

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

the-incredible-pytorch

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

Transfer-Learning-in-RL

Transfer Learning in RL to improve sample efficiency

University-of-Turku-Research-Project

abhranilchandra/Transfer-Learning-in-RL

Transfer Learning in RL to improve sample efficiency

abhranilchandra/reinforcement_learning_course_materials

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

abhranilchandra/AI61009-AI4Manufacturing-Term-Project

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

abhranilchandra/2023QuantInternships

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

abhranilchandra/AirQualityForecastingAI60002

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

abhranilchandra/CABACE

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

abhranilchandra/DiffClone

Code of our "DiffClone" Paper presented in TOTO Workshop at NeurIPS 2023

abhranilchandra/University-of-Turku-Research-Project

abhranilchandra/abhranilchandra.github.io

My portfolio website

abhranilchandra/ai-conf-abstract-generator

[icml, iclr, cvpr, neurips, eccv, iccv]: browse through whole conference by just reading a book of abstract. My fingers hurt having to click each paper. We want to read everything lol. So, i took the matter in my own hands. Noone else seems to be doing it. But they should.

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

abhranilchandra/AI_ML_Course_Content_Assignments_Solutions

Course content and code for the Advanced ML courses I learn things from...

abhranilchandra/awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

abhranilchandra/CORL

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

abhranilchandra/dl_book

legend

abhranilchandra/Explainable_TS

abhranilchandra/gdrl

Grokking Deep Reinforcement Learning

abhranilchandra/LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

abhranilchandra/machine-learning-systems-design

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

abhranilchandra/MARL_Independent_Deep-Dive

abhranilchandra/Master-Template

Template and style files for ICLR

abhranilchandra/mistral

Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗 Transformers.

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

abhranilchandra/paper_without_code

LLM reads a paper and produce a working prototype

abhranilchandra/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 ;)

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

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

abhranilchandra/RepL4RL

Representation Learning for RL

abhranilchandra/system-2-research

System 2 Reasoning Link Collection

abhranilchandra/Transformers-Tutorials

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

abhranilchandra/tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai