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Mushtari Sadia's Projects

a_helping_hand icon a_helping_hand

L2-T2 Term Project. A Website to take care of your household chores and emergencies.

flood-forecasting-with-ml icon flood-forecasting-with-ml

Development of Flood Forecasting System Using Different Machine Learning Techniques and Comparison with Physically Based Model

geia icon geia

Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

online-alt-min icon online-alt-min

Source code for paper Choromanska et al. -- Beyond Backprop: Online Alternating Minimization with Auxiliary Variables -- http://proceedings.mlr.press/v97/choromanska19a.html

predictado-a-dengue-forecasting-dashboard icon predictado-a-dengue-forecasting-dashboard

An ML-based dengue forecast system that predicts the number of dengue cases in any given region. Presented the idea and won the 1st Runner Up position in Microsoft Virtual Hackathon 2022.

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