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Amey Kasbe's Projects

aion icon aion

Domain specific language built in Scala for the users of the set theory to create and evaluate binary operations on sets

cloud-simulator icon cloud-simulator

A cloud simulator to evaluate the execution of a cloud infrastructure in different cloud models, with different policies and characteristics.

credit-card-fraud-detection-on-imbalanced-dataset icon credit-card-fraud-detection-on-imbalanced-dataset

Examined data preprocessing techniques and performance of six different predictive models in Python to credit card fraud detection problem on an imbalanced dataset. Algorithms implemented - Logistic Regression, K Nearest Neighbours, Support Vector Classification, Naïve Bayes Classifier, Decision Tree Classifier, and Random Forest Classifier.

fact-football icon fact-football

A REST API developed using Django Rest Framework to share football facts. Get a random fact, list all facts, update or delete a fact with the support of GET, POST and DELETE HTTP methods which can be performed on the provided endpoints.

love icon love

Learning Out-of-Vocabulary Embeddings

love-1 icon love-1

ACL22 paper: Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost

point-profile icon point-profile

A web application to analyze GitHub profiles and repository statistics with Data Visualization.

promda icon promda

Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"

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