Abhinav Bhuyan's repositories
smart-contracts
A library of solidity smart contracts for common use cases
clip-zs-prompting
Using CLIP for zero-shot learning and image classification with text & visual prompting.
classification-xgboost-bayesopt
A jupyter notebook for binary classification of breast cancer using XGBoost with Bayesian optimization.
adversarial-autoencoder
An adversarial autoencoder implemented in PyTorch
nlp-cord19-research-papers
A jupyter notebook for topic-modelling, clustering and question-answering on COVID-19 research papers.
probing-lms
Probing language models for linguistic features in their representations
resnet-transfer-learning
Transfer learning by fine-tuning a ResNet-18 model on CIFAR-100
abhinav-neil
My profile
customer-churn
Analyze and predict bank customer churn using various classification algorithms
customer-segmentation-clustering
Customer segmentation using clustering
lenet5-clf-finetuning
Image classification & tranfer learning with LeNet-5
ml-explainability-inference
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.
recsys-pysparkml
A book recommendation system using collaborative filtering built using PySpark ML
remix-local
Smart contracts currently in beta, in Remix IDE
reviews-sentiment-lexicon-nb-svm
Sentiment classification of movie reviews using lexicon, Naive Bayes & SVM
sentiment-analysis-bow-lstm
Sentiment analysis using neural BoW and LSTM based models
socratic-models
Socratic models for multimodal reasoning & image captioning
tfx-kubeflow-bigq-pipe
A production ready ML pipeline on Google Cloud Platform using Tensorflow Extended (TFX), Apache Beam, Kubeflow & BigQuery.
contextual-hatespeech-detection
A contextual (BERT-based) hate speech detection model
multimodal-dl-biomarkers
A multimodal deep learning framework for prediction of cancer biomarkers
nanmt-fairseq
Non-autoregressive neural machine translation w/ reinforcement learning
search-3gpp
This repo provides functionality to download, process & search 3gpp docs using an inverted index
hate-speech-davidson
Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017
hipt
Hierarchical Image Pyramid Transformer (HIPT)