CS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-autumn offering

• UpdatedJul 2, 2020
• Jupyter Notebook

CS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-winter offering

• UpdatedSep 30, 2020
• Jupyter Notebook

IITK CSE 5th semester course materials, lecture notes, assignments, and resources for CS-330, CS-340, CS-345, CS-771, and ESO-201

• UpdatedNov 14, 2024
• TeX

Contains assignment submissions made for the course CS771 "Introduction to Machine Learning" at IIT-K in 2022-23 I Sem.

• UpdatedDec 6, 2022
• Python

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.

• UpdatedDec 2, 2022
• Jupyter Notebook

CS771: Introduction to Machine Learning, IIT Kanpur, 2022-23-autumn offering - Mini Project

• UpdatedOct 18, 2022

Developed a computer program to automatically solve traditional CAPTCHA challenges by identifying characters in obfuscated images using image processing and machine learning.

• UpdatedJun 2, 2023
• Jupyter Notebook

This repository consists of the codebase for Mini-Project-1 for CS771 under Prof. Piyush Rai, Department of CSE, IITK

• UpdatedOct 22, 2024
• Jupyter Notebook

Assignments of Intro to ML (CS771) course at IITK

• UpdatedAug 20, 2023
• Python

Developed a linear model for a XOR-PUF system. Here the XOR-PUF consists of three PUFs, each with eight multiplexers, and takes an 8-bit challenge as input. The goal is to create a new feature vector from the challenge and use a linear model using gradient descent to predict the PUF's response very accurately.

• UpdatedJul 17, 2023
• Python