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John Bosco's Projects

edge2vec icon edge2vec

Learning node representation using edge semantics

ember icon ember

data and code for the paper: "Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction"

graphpruning icon graphpruning

Package for "pruning" weighted complex networks based on the Marginal Likelihood Filter.

imageclassification icon imageclassification

Deep Learning: Image classification, feature visualization and transfer learning with Keras

infersent-1 icon infersent-1

Sentence embeddings (InferSent) and training code for NLI.

jointbert icon jointbert

This repository contains the code and data download links to reproduce the experiments of the PVLDB paper "Dual-Objective Fine-Tuning of BERT for Entity Matching" by Ralph Peeters and Christian Bizer.

knn-bert icon knn-bert

Code for paper: KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier

loan-prediction-analytics-vidhya icon loan-prediction-analytics-vidhya

The solution to the Loan Prediction Practice Problem on Analytics Vidhya (https://datahack.analyticsvidhya.com/contest/practice-problem-loan-prediction-iii/)

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_amazon_reviews icon nlp_amazon_reviews

Mobile phone reviews from Amazon.com are analysed to find trends and patterns and determine which characteristics are mentioned most by customers and with what sentiment for each product.

overleaf-offline icon overleaf-offline

This repository contains tools to help compile Overleaf documents locally

py icon py

Repository to store sample python programs for python learning

pytorch-loss icon pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

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