Illisha Singh (illisha)

illisha

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Location:New Delhi

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Illisha Singh's repositories

Fuzzy-Logic-Inferencing

Implementation of FIS (Fuzzy Inference System) using MATLAB fuzzy logic toolbox to evaluate the performance of a student based on academics, co-curricular activities and sports. Overall performance of the student is found out.

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Cache-Mispattern-and-Misprediction-Analysis

This paper analyses cache miss pattern behaviour and its prediction using a few algorithms; presents a simulation of cache miss rate for set associative caches on different workloads; gives an introduction of a visualisation tool that shows a three-dimensional plot of cache miss rates and then finally concludes by giving various uses of cache miss rate prediction

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CPU-Scheduling-Java

CPU scheduling is a process which allows one process to use the CPU while the execution of another process is on hold(in waiting state) due to unavailability of any resource like I/O etc, thereby making full use of CPU. The aim of CPU scheduling is to make the system efficient, fast and fair.

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Filters

An application that edits an image using any one of the four filters: Brightness, Contrast, Vignette and Saturation.

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Frame-Based-System-FBS-Prolog-for-University

Prototype of a Frame Based System (FBS) for a University.

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MedicineReminder

This application reminds the user to take medicines based on the schedule that has been provided.

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Quizz

Quiz app. Uses Firebase.

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Sudoku-Solver-Using-Constraint-Satisfaction-Programming

A set of constraints is created for the Sudoku puzzle. The ConstraintProgram class is responsible for providing these. Each variable has basically 4 constraints associated with it: Constraint 1: position/location: Each cell maybe taken up by ONLY 1 value. Constraint 2: row: Each number from 1 to 9 can only be present once in a row. Constraint 3: column: Each number from 1 to 9 can only be present once in a column. Constraint 4: region: Each region (a smaller grid of size 3x3) can contain a number from 1 to 9 at most once.

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Text-Editor

A text editing tool that has a good number of well working features

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Tic-Tac-Toe

2-D tic tac toe

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darknet

Convolutional Neural Networks

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Implementing-YOLO

YOLO is an extremely fast real time multi object detection algorithm. YOLO stands for “You Only Look Once”. The algorithm applies a neural network to an entire image. The network divides the image into an S x S grid and comes up with bounding boxes, which are boxes drawn around images and predicted probabilities for each of these regions. The method used to come up with these probabilities is logistic regression. The bounding boxes are weighted by the associated probabilities. For class prediction, independent logistic classifiers are used.

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VSM

Toy Python program illustrating the vector space model of documents

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cis510_nlp

CIS510 - Natural Language Processing

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data-storyteller

Automated tool for data story telling

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pytorch-implementations

Repository Containing the different deep learning exercises that I have completed using PyTorch

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reddit-flair-predictor

Created a Reddit flair detector

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Scrabble_Combination_Maker

Scrabble Combination Maker by entering characters

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Stock-Price-Predictor

Using Recurrent Neural Networks LSTMs to predict Alphabet Inc. stock price trend using a data of three years

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streamlit-machine-learning-app

An app made using streamlit to compare machine learning algorithms

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Text-Detection-Recognition-with-Tesseract

Text in images detection and recognition.

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