Shreyasi Mandal's Projects
This work is based on enhancing the robustness of targeted classifier models against adversarial attacks. To achieve this, a convolutional autoencoder-based approach is employed that effectively counters adversarial perturbations introduced to the input images.
Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design
A Progressive Web Application using create-react-app
Progressive Chat Application made using Firebase and React JS...
Made some basic chatbots with the help of Rasa and Python
CS771: Introduction to Machine Learning, IIT Kanpur, 2022-23-autumn offering - Mini Project
Here's a brief view of all the assignments and wonderful time I had with the CODE IN PLACE team
Assignments for the course - CS360 (Computer Graphics), IIT Kanpur
Interactive Standalone Jupyter notebook using Viola and Plotly
CS253 (Software Development) Course Project
CAPTCHAs are popular ways of preventing bots from attempting to log on to systems by extensively searching the password space. In its traditional form, an image is given which contains a few characters (sometimes with some obfuscation thrown in). The challenge is to identify what those characters are and in what order.
Codes for the paper Ray et al., 2021
Let's play Hangman... :)
The Unified Machine Learning Framework
Analyzing various data augmentation techniques for enrichment of legal text with semantic annotations
Library Management System in C++ language on command line interface using Object-oriented programming concepts
A collection of machine learning examples and tutorials.
analysis codes for preprocessing and connectivity analysis
Exercises and their solutions covered in the Machine Learning Course by Andrew Ng
Multi-hop dense retrieval for question answering
Generated artistic-style image retaining the features of both content and style image β Neural Style Transfer using a pre-trained VGG19 model in PyTorch.
Safe Biomedical Natural Language Inference for Clinical Trials based on SemEval 2024 Task 2
My personal portfolio built using the CRA template in React JS
SAT Solver based on DPLL algorithm and Jersolow-Wang 2-sided heuristic. Sudoku Pair Solver and Generator using SAT Solver.
My personal repository - About Section in Profile
Group Project and Assignments for the course CS253 - Software Development and Operations at IIT Kanpur
Speech Emotion Recognition based on RAVDESS dataset, - Summer 2021, Brain and Cognitive Science.
Speech recognition module for Python, supporting several engines and APIs, online and offline.
Tic Tac Toe Game
GirlScript Winter of Contributing, a three-month enthusiastic program organized byπ§‘GirlScript Foundation to create the world's largest multilingual content repository that will be available to everyone.