Pinned Repositories
Collaborative-Filtering-K-nearest-neighbors-and-SVM
Using Collaborative Filtering predicting Movie Rating and K-nearest Neighbours & SVM algorithms for Number ClassificationNumber Classification
Encrypted-File-System-using-Java
A simulation of an encrypted file system built using Java to showcase the usage of encryption and hashing.
Generation-of-Ngram-Language-Model-for-Language-Detection
Generate an Ngram model and use the model for Language Detection for a list of sentences given as input data from a file. English, French and Italian languages are used here.
Home-Rental-website
House Rental Website including Frontend Interactive UI and responsive Backend Database using HTML5, CSS, Java Script, Node.js and MongoDB
IT-Ticket-Category-Prediction-using-Machine-learning
#IT Ticket Category Prediction. This dataset is about the IT Service Ticket Category Classification. We train the dataset on the descriptions and map it to the target field using Supervised learning. The objective of the model is to classify which category a ticket should be assigned to.
IT-Ticket-Category-Prediction-using-TensorFlow
#IT Ticket Category Prediction. This dataset is about the IT Service Ticket Category Classification. We train the dataset on the descriptions and map it to the target field using Deep learning. The objective of the model is to classify which category a ticket should be assigned to.
K-means-Clustering
Image Compression algorithm using K-means clustering technique in Java
Machine-Learning-Based-Chatbot
A chatbot using MLPClassifier, KNeighborsClassifier and NLP Techniques like Cosine Similarity to answer questions about Black hole.
Naive-Bayes-and-Logistic-Regression
Using Naive Bayes and Logistic Regression filtering out spam and ham emails.
Rules-Based-Chatbot-using-NLP
Customized Web Crawler and a Rules Based Chatbot using Natural Language Processing techniques in python
Ashwin0229's Repositories
Ashwin0229/Collaborative-Filtering-K-nearest-neighbors-and-SVM
Using Collaborative Filtering predicting Movie Rating and K-nearest Neighbours & SVM algorithms for Number ClassificationNumber Classification
Ashwin0229/Encrypted-File-System-using-Java
A simulation of an encrypted file system built using Java to showcase the usage of encryption and hashing.
Ashwin0229/Generation-of-Ngram-Language-Model-for-Language-Detection
Generate an Ngram model and use the model for Language Detection for a list of sentences given as input data from a file. English, French and Italian languages are used here.
Ashwin0229/Home-Rental-website
House Rental Website including Frontend Interactive UI and responsive Backend Database using HTML5, CSS, Java Script, Node.js and MongoDB
Ashwin0229/IT-Ticket-Category-Prediction-using-Machine-learning
#IT Ticket Category Prediction. This dataset is about the IT Service Ticket Category Classification. We train the dataset on the descriptions and map it to the target field using Supervised learning. The objective of the model is to classify which category a ticket should be assigned to.
Ashwin0229/IT-Ticket-Category-Prediction-using-TensorFlow
#IT Ticket Category Prediction. This dataset is about the IT Service Ticket Category Classification. We train the dataset on the descriptions and map it to the target field using Deep learning. The objective of the model is to classify which category a ticket should be assigned to.
Ashwin0229/K-means-Clustering
Image Compression algorithm using K-means clustering technique in Java
Ashwin0229/Machine-Learning-Based-Chatbot
A chatbot using MLPClassifier, KNeighborsClassifier and NLP Techniques like Cosine Similarity to answer questions about Black hole.
Ashwin0229/Naive-Bayes-and-Logistic-Regression
Using Naive Bayes and Logistic Regression filtering out spam and ham emails.
Ashwin0229/Rules-Based-Chatbot-using-NLP
Customized Web Crawler and a Rules Based Chatbot using Natural Language Processing techniques in python
Ashwin0229/Tractable-Probabilistic-Models
Implementation of Tractable Probabilistic Model Tree Bayesian Networks using Chow Liu Tree and Mixture of Trees using EM (Expectation-Maximization) algorithm and Mixture of Trees using Random Forest Technique in python
Ashwin0229/Tree-Classifiers
Comparative Analysis of Decision Tree Algorithms in Number Classification: Bagging vs. Random Forest vs. Gradient Boosting Decision Tree Classifiers
Ashwin0229/Word-Guess-Game---NLP
To use Python and NLTK features to explore a text file and create a word guessing game based on the file data.
Ashwin0229/Sentiment-Analysis-and-Text-Classification-using-Hugging-Face
Text Classification #Sentiment Analysis #Text Translation #Using Pytorch and Hugging Face