Mushtari Sadia's Projects
L2-T2 Term Project. A Website to take care of your household chores and emergencies.
This repository contains all the assignments from CSE318 course.
A Compiler Web App to demonstrate CI-CD pipeline using GitHub Actions
A compiler for C language developed with flex and bison.
This repository contains all the assignments from CSE306 course on ALU, FP Adder, MIPS architecture implementation.
This repository contains all the assignments from CSE410 course.
This repository contains all the assignments from CSE405 and CSE406 course.
Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.
Development of Flood Forecasting System Using Different Machine Learning Techniques and Comparison with Physically Based Model
CSE 408 term project (extension repository)
Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence
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.
L1-T1 Term Project and offlines done with IGraphics.
The HSIC Bottleneck: Deep Learning without Back-Propagation
This repository contains all the diagrams created for the CSE326 course.
30 Day Vanilla JS Challenge
This repository contains all the assignments from CSE472 course.
This repository contains all the assignments from CSE316 course on assembly-x86 language and atmega32 microcontroller.
Source code for paper Choromanska et al. -- Beyond Backprop: Online Alternating Minimization with Auxiliary Variables -- http://proceedings.mlr.press/v97/choromanska19a.html
This repository contains all the assignments from CSE314 course.
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.
ML Project for the CSE472 machine learning sessional.
PyTorch Tutorials from my YouTube channel
This repository contains all the assignments from CSE412 course.