Karnati Sai Prashanth's repositories
Epslion-SVR
The project Epsilon SVR is built from Scratch with minimum Sk Learn packages. This Epsilon SVR improves the SVR Model.
Roberts-Mechanism
Roberts Mechanism
CONNECTED-COMPONENTS-AND-RELATED-ALGORITHMS-USING-LINEAR-ALGEBRA
I have implemented few graph based algorithms using Linear Algebra such as Breadth first search and find the Strongly connected components.
DISTRIBUTED-LOADING
In many situations a surface area of a body is subjected to a distributed load. Such forces are caused by winds, fluids, or the weight of items on the body’s surface. We will analyse the most common case of a distributed pressure loading. This is a uniform load along one axis of a flat rectangular body. In such cases, w is a function of x and has units of force per length.
Employee-Turnover-Dataset-Visualization-Using-Streamlit
This is a web application using StreamLit. It uses the Employee Turnover DataSet. It give the accuracy of the Model using different types of ML - Aglo.
Matrix-Factorization-for-Predicting-the-Movie-Rating
I have used this Matrix Factorization for predicting the rating the unrated movies using the rating of the previously rated movies.
Voice-and-Message-Based-Home-Automation
I have built a voice based home automation system from scratch using raspberry pi and some of the sensors. I have coded our program in python which helps to understand the voice commands given by the user and perform the respective actions and also the user receives some important messages through telegram bot which we have created.
ABB-IRB-2400
This repository consists of the ABB IRB 2400 robot simulation and its analysis
Butt-Hinge
This repo consists of all the freecad files along with the Cura flies.
DATA-Analysis-In-R
You can find the DATASET in the given link Below : https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip
EaseMyTrip_Clone
This is a clone of the EaseMyTrip website.
FF-Based-Counter
The aim of our project is to Design an RC phase shift oscillator circuit/circuits to generate a set of sinusoidal signals and combine them to generate a clock pulse of arbitrary frequency which drives a sequential digital up counter. working principle of RC phase shift oscillator (How transistors are used to generate sinusoidal signals with a specific frequency). Making a specific design for each oscillator circuit to generate corresponding sinusoids. Adding the sinusoids with an adder circuit to generate a square wave (You can simulate using Fourier analysis as well). Using the generated square wave as a clock to a FF based counter (counts up to 15). The FALSTAD is the major tool used to make the circuits
KNN-scratch-code-
This code consists of KNN implementation for the scratch
logistic-Regression-scratch-code
This code consists of Logistic Regression implementation for the scratch
naive-bayes
This code consists of Naive-Bayes implementation for the scratch
Nu-SVR
To run this Nu Svr you need a ubuntu operating System and python 2.
Nut-and-Bolt
Bolts are mechanical fastners having a hexagonal head and a cylindrical shaft groovedhelically using a profile named the thread profile. Nuts on the other hand have complimentary helical grooves on their inner surfaces
Predicting-International-Carbon-Dioxide-and-Greenhouse-Gas-Emission-Levels-with-DMD-And-LSTM
Used DMD to predict CO2 and GHG emissions from an annual dataset of 37 countries. Discrete CO2 DMD reconstructed the dataset, while continuous DMD predicted GHG emissions with indirect CO2. Aimed to determine accuracy and compare results. DMD provided accurate estimates of future emissions.
Random-Forest
This code consists of Random Forest implementation for the scratch
sentence-case-using-TCP-and-UDP-sockets.
In this problem you will fix the application for client 1 and the remaining four clients will perform string reversal. The IP address of client1 is fixed. If the incoming sentence is lower case, output should be of upper caser and vice versa.
String-Reversal-using-TCP-Sockets
String Reversal Server using TCP Sockets
String-Reversal-using-UDP-Sockets
String Reversal Server using UDP Sockets
Support-Vector-Regression
SVR model which generates 3D-plots using Plotly. And It uses RBF kernel.
SVM
This code consists of SVM implementation for the scratch
VOLTAGE-COMPARATOR-USING-OP-AMP
To learn about operational amplifier or op amp , that is designed with certain characteristics (high input resistance, low output resistance, and a large differential gain) that make it a nearly ideal amplifier and useful building-block in many circuit applications. OP AMP is almost like an ideal amplifier.