abhinav-neil/probing-lms

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Updated over 1 year ago

abhinav-neil/probing-lms

abhinav-neil

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Probing language models for linguistic features in their representations

clip-zs-prompting

Using CLIP for zero-shot learning and image classification with text & visual prompting.

smart-contracts

A library of solidity smart contracts for common use cases

classification-xgboost-bayesopt

A jupyter notebook for binary classification of breast cancer using XGBoost with Bayesian optimization.

Jupyter Notebook

nlp-cord19-research-papers

A jupyter notebook for topic-modelling, clustering and question-answering on COVID-19 research papers.

Jupyter Notebook

adversarial-autoencoder

An adversarial autoencoder implemented in PyTorch

resnet-transfer-learning

Transfer learning by fine-tuning a ResNet-18 model on CIFAR-100

Jupyter Notebook

contextual-hatespeech-detection

A contextual (BERT-based) hate speech detection model

Jupyter Notebook

tfx-pipe

A jupyter notebook to run a machine learning pipeline using Tensorflow Extended (TFX)

Jupyter Notebook

nft-dapp

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

customer-churn

Analyze and predict bank customer churn using various classification algorithms

Jupyter Notebook

tfx-kubeflow-bigq-pipe

A production ready ML pipeline on Google Cloud Platform using Tensorflow Extended (TFX), Apache Beam, Kubeflow & BigQuery.

reviews-sentiment-lexicon-nb-svm

Sentiment classification of movie reviews using lexicon, Naive Bayes & SVM

Jupyter Notebook

token-airdrop

dropdown-menu-reddit

abhinav-neil

erc20-token

erc721-nft

books-dashboard-glass

recsys-pysparkml

A book recommendation system using collaborative filtering built using PySpark ML

Jupyter Notebook

customer-segmentation-clustering

Customer segmentation using clustering

Jupyter Notebook

lenet5-clf-finetuning

Image classification & tranfer learning with LeNet-5

Jupyter Notebook

remix-local

Smart contracts currently in beta, in Remix IDE

lyrics-generator-lstm

A jupyter notebook to generate song lyrics using LSTM network.

Jupyter Notebook

nlp-topic-modelling-movie-plots

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

Jupyter Notebook

sentiment-analysis-bow-lstm

Sentiment analysis using neural BoW and LSTM based models

Jupyter Notebook

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.

Jupyter Notebook

neural-ir

Information retrieval using neural models: ranking with dense & sparse bi-encoders, reranking with cross-encoder