aryamaansaha

AmEx-credit-default-challenge

This repository contains the code and report for the American Express Data Analytics Challenge. The task was to develop a model pipeline capable of accurately predicting credit card defaulting in customers. Placed among the top 10 teams in the competition.

balance-sheet

Clothing cost sheet which takes in price/quantity values and outputs the total amount dynamically using ReactJS interface.

Biostatistics

code_snippets

cvi-rl-games

This repository contains code for reinforcement learning algorithms in Pytorch.

image-captioning-dl

This repository features a visual encoder-decoder architecture enhanced with attention. Its primary function is to annotate images with concise and descriptive captions, making it a powerful tool for generating short, informative textual summaries for a wide range of visual content.

low-light-mosquito-detection-hackathon

This repository contains the code and report for the Low Light Mosquito Detection Hackathon. The task was to develop a model pipeline capable of accurately detecting and classifying mosquitos (into six classes) in images taken under low light conditions.

neural-machine-translation

This repository contains Jupyter notebooks implementing neural machine translation models to convert German and French sentences to English using RNN-based encoder-decoder models.

sentiment-analysis-dl

This repository contains Jupyter notebooks implementing sentiment analysis using RNN-based encoder models.

time-series-coffee

This repository contains a course project done in the course titled "Advanced Business Analytics" as a part of Denmark Technical University (DTU)

aryamaansaha/AmEx-credit-default-challenge

This repository contains the code and report for the American Express Data Analytics Challenge. The task was to develop a model pipeline capable of accurately predicting credit card defaulting in customers. Placed among the top 10 teams in the competition.

aryamaansaha/balance-sheet

Clothing cost sheet which takes in price/quantity values and outputs the total amount dynamically using ReactJS interface.

aryamaansaha/Biostatistics

aryamaansaha/code_snippets

aryamaansaha/cvi-rl-games

This repository contains code for reinforcement learning algorithms in Pytorch.

aryamaansaha/employeeattrition

This repository contains code that was used to predict employee attrition using machine learning methods.

aryamaansaha/image-captioning-dl

This repository features a visual encoder-decoder architecture enhanced with attention. Its primary function is to annotate images with concise and descriptive captions, making it a powerful tool for generating short, informative textual summaries for a wide range of visual content.

aryamaansaha/Image-Predictor-Flask

The website (not in deployment currently) uses a pretrained Dense Net 121 to classify images that a user uploads.

aryamaansaha/low-light-mosquito-detection-hackathon

This repository contains the code and report for the Low Light Mosquito Detection Hackathon. The task was to develop a model pipeline capable of accurately detecting and classifying mosquitos (into six classes) in images taken under low light conditions.

aryamaansaha/neural-machine-translation

This repository contains Jupyter notebooks implementing neural machine translation models to convert German and French sentences to English using RNN-based encoder-decoder models.

aryamaansaha/sentiment-analysis-dl

This repository contains Jupyter notebooks implementing sentiment analysis using RNN-based encoder models.

aryamaansaha/sign-up-form

A basic sign-up page in ReactJS, without any backend.

aryamaansaha/time-series-coffee

This repository contains a course project done in the course titled "Advanced Business Analytics" as a part of Denmark Technical University (DTU)

aryamaansaha/gazetteer-entity-parser

Rust library for parsing and resolving entity values based on a gazetteer