mainuliitkgp

AR-BERT

Code for our WWW'22 paper: "AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal Explanations"

120-Data-Science-Interview-Questions

Answers to 120 commonly asked data science interview questions.

Weighted_GraphSAGE

Weighted version of GraphSAGE.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

abc_mainul

academic-kickstart

all-about-ai-residency

AI residency programs information

awesome-graph-ml

BERT-E2E-ABSA

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

Data-Augmentation-for-Visual-Question-Answering

Debiased_HF_LM

Debiased version of Hugging Face Generative Language Models

domain-adapted-atsc

code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification"

FGSBIR_with_SuperGlue

Sketch based image retrieval enhanced with SuperGlue

GPU-Puzzles

Solve puzzles. Learn CUDA.

GraphSAGE

Representation learning on large graphs using stochastic graph convolutions.

interview

Everything you need to prepare for your technical interview

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

LM_bias

[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models

mainuliitkgp.github.io

My personal Website

Math-IITKGP-Resources

Resources for Math IITKGP

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

openie6

OpenIE6 system

PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

SDGCN

Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

Thesis-Cold-Case-The-Lost-MNIST-Digits

TNet

Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)

TNet-tensorflow

Implementation of https://arxiv.org/abs/1805.01086 by tensorflow

Top-Deep-Learning

Top 200 deep learning Github repositories sorted by the number of stars.