Abhinav Bhuyan's Projects
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An adversarial autoencoder implemented in PyTorch
A jupyter notebook for binary classification of breast cancer using XGBoost with Bayesian optimization.
Using CLIP for zero-shot learning and image classification with text & visual prompting.
A contextual (BERT-based) hate speech detection model
Analyze and predict bank customer churn using various classification algorithms
Customer segmentation using clustering
Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017
Hierarchical Image Pyramid Transformer (HIPT)
Reproduction of LaVisE: Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention
Image classification & tranfer learning with LeNet-5
A jupyter notebook to generate song lyrics using LSTM network.
A jupyer notebook to model explainability and inference in ML models (random forests, decision trees), using permutation importance, partial dependence plots and SHAP. Bank customer transactions dataset for classification.
A multimodal deep learning framework for prediction of cancer biomarkers
Non-autoregressive neural machine translation w/ reinforcement learning
Information retrieval using neural models: ranking with dense & sparse bi-encoders, reranking with cross-encoder
End-to-end web3 dapp to create NFTs from ERC-721 smart contract, deploy on-chain using Truffle, and a react app to connect wallet and mint NFTs from the contract from a browser
A simple web3 app for minting NFTs
Boilerplate code for minting NFTs from the client-side using Solidity and React.
A jupyter notebook for topic-modelling, clustering and question-answering on COVID-19 research papers.
A jupyter notebook for NLP and topic modelling on wiki movie plots with spaCy. EDA, NLP (tokenization, PoS, NER, dependency parsing) and visualization of clusters
Probing language models for linguistic features in their representations
RAG with LLM agents for SQL & graph databases
A book recommendation system using collaborative filtering built using PySpark ML
Smart contracts currently in beta, in Remix IDE
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent