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