chinmaysahu Goto Github PK

1-k-logisticregressionvsneuralnetworkforhandwrittendigitrecognition

In this project, we implement one-vs-all logistic regression and neural networks to recognize hand-written digits.

analysis-of-nonlinear-langevin-equation

A nonlinear Langevin equation has been considered to analyze the non-linearity of vibrating system under two different methods, i.e. numerical and exact methods for given initial conditions.

anomaly-detection-and-recommender-systems

An anomaly detection algorithm is implemented to detect failing servers on a network. Then a collaborative filtering algorithm is implemented to build a recommender system for movies.

bvaloader

load and epoch Brain Vision data with Matlab - but without EEGlab

chinmaysahu.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

convolutionalneuralnetworksintensorflow

This repository contains projects based on CNN implemented in tensorflow.

coursera

Quiz & Assignment of Coursera

creditcard_fraud_detection

Credit card fraud detection

deep-learning-based-projects

Projects such as Image classification using CNN, Object detection using YOLO algorithm, face recognition and verification, neural style transfer using RNN algorithm are included.

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

error-analysis-in-wireless-sensor-network

Analyzed error propagation and its distribution in large sensor network using detection and estimation theory. Ran monte-carlo analysis to quantify errors in different localization algorithms in MATLAB.

giqa

Pytorch implementation of Generated Image Quality Assessment

hello-world

My first repository

insightface

State-of-the-art 2D and 3D Face Analysis Project

iris-recognition

An Iris recognition system, implemented in Matlab and Python.

iris-recognition-pytorch

An end-to-end Iris Recognition implementation using PyTorch

k-means-clustering-and-principal-component-analysis-for-image-compression

In this project K means clustering algorithm is implemented to compress an image.

linear-regression-with-one-variable-to-predict-profit

In this project A linear regression with one variable is implemented to predict profits for a food truck.

lms-itsvariants

Various adaptive signal processing algorithms such as LMS, Block LMS, FDAF, Levinson Durbin algorithms have been studied and implemented.

logistic-regression-to-predict-admission-probability-to-a-university

In this project- a logistic regression model is implemented to predict whether a student gets admitted into a university.

machinelearningandrewng

msu-latentafis

A system for identifying latent fingerprints. Created at Michigan State University by Anil K. Jain, Kai Cao, Dinh-Luan Nguyen, and Cori Tymoszek.

neural-manifold-dynamics

Reduced-order modelling using an atlas of charts

neuralnetworksforhand-writtendigitrecognition

In this project, a backpropagation algorithm is implemented for neural networks and applied it to the task of hand-written digit recognition.

nlp_in_tensorflow

parameterestimationofkoshiriverbasinrainfalldata

Rainfall data collected over 1975-2010 are used to model MLE estimators for average rain fall and validated using CRLB.

performanceanalysisofcommunicationsystems

In this project, binary communication schemes such as BPSK, OOK,QPSK are simulated in the presence of AWGN noise and the results are compared with theoretical values.

prmlt

Matlab code for machine learning algorithms in book PRML

processcontrolbased_projects

This repo contains few of my work from masters. It covers topic such as FOPTD model design, tuning using optimization, controller design and tuning for desired uses.

projects-based-on-tensorflow-for-artificial-intelligence-machine-learning-and-deep-learning

This repository contains my learnings from the course on Coursera.