YashaswiniSampath

AlgaeAI-Classification-using-Neural-Networks

Neural networks for algae identification

arithmetic-service

azure_storage_service

BERT-Based-Sentiment-Classification-Using-PyTorch

Using PyTorch and BERT, classify sentences as truthful or deceptive in a small dataset optimizing model training for natural language processing tasks.

biometrics

fingerprint recognition, etc.

ciphers-service

Ensemble-Classifier

This notebook explores comprehensive machine learning analysis on a rock dataset, covering attribute distribution analysis, outlier identification using statistical values and visualizations like scatter plots,and applying Multinomial Logistic Regression,Support Vector Machines, Random Forest classifiers,Ensemble learning,hyperparameter optimizatio

PCA-Dimensionality-reduction

This repository features hands-on experiment on topics like PCA, t-SNE, LLE, MDS for dimensionality reduction, K-Means, EM for clustering, and neural network training, visualization, model evaluation using metrics like disparity, and optimized models with hyperparameter tuning, focusing on clustering with elbow and silhouette methods.

Probabilistic-reasoning-for-NLP-and-Vision

This repository features projects on Part-of-Speech Tagging and Optical Character Recognition (OCR). For POS tagging, we use Bayes Nets and the Viterbi Algorithm to label words in sentences. Our OCR project uses emission probabilities and Hidden Markov Models (HMMs) to accurately read text from images.

Tour-Management-MERN

Tour Management System using MERN stack with features like itinerary planning, booking management, and GeoIP-based recommendations.

YashaswiniSampath/BERT-Based-Sentiment-Classification-Using-PyTorch

Using PyTorch and BERT, classify sentences as truthful or deceptive in a small dataset optimizing model training for natural language processing tasks.

YashaswiniSampath/AlgaeAI-Classification-using-Neural-Networks

Neural networks for algae identification

YashaswiniSampath/arithmetic-service

YashaswiniSampath/azure_storage_service

YashaswiniSampath/biometrics

fingerprint recognition, etc.

YashaswiniSampath/ciphers-service

YashaswiniSampath/DataClassification

Trying 3 different text classification algorithms

YashaswiniSampath/Ensemble-Classifier

This notebook explores comprehensive machine learning analysis on a rock dataset, covering attribute distribution analysis, outlier identification using statistical values and visualizations like scatter plots,and applying Multinomial Logistic Regression,Support Vector Machines, Random Forest classifiers,Ensemble learning,hyperparameter optimizatio

YashaswiniSampath/PCA-Dimensionality-reduction

This repository features hands-on experiment on topics like PCA, t-SNE, LLE, MDS for dimensionality reduction, K-Means, EM for clustering, and neural network training, visualization, model evaluation using metrics like disparity, and optimized models with hyperparameter tuning, focusing on clustering with elbow and silhouette methods.

YashaswiniSampath/Probabilistic-reasoning-for-NLP-and-Vision

This repository features projects on Part-of-Speech Tagging and Optical Character Recognition (OCR). For POS tagging, we use Bayes Nets and the Viterbi Algorithm to label words in sentences. Our OCR project uses emission probabilities and Hidden Markov Models (HMMs) to accurately read text from images.

YashaswiniSampath/RKmeansClustering

YashaswiniSampath/Tour-Management-MERN

Tour Management System using MERN stack with features like itinerary planning, booking management, and GeoIP-based recommendations.

YashaswiniSampath/Deep-Learning-and-Image-Transformations

Image transformations and deep learning using PyTorch

YashaswiniSampath/EBook

YashaswiniSampath/file

YashaswiniSampath/history-service

YashaswiniSampath/Image-Noise-Removal-with-Fourier-Transform

Fourier Transform techniques for image denoising using Python and the scipy.fftpack library

YashaswiniSampath/infrastructure-as-code

YashaswiniSampath/musicband

JDBC connections

YashaswiniSampath/numbers_app

YashaswiniSampath/primes-service

YashaswiniSampath/quotation-service

YashaswiniSampath/ResumeWebsite

Personalized resume website

YashaswiniSampath/travels

A travel agency website with a managment tool

YashaswiniSampath/YashaswiniSampath

YashaswiniSampath/yashaswinisampath.github.io