Projects in Awesome Lists by ashithapallath
A curated list of projects in awesome lists by ashithapallath .
https://github.com/ashithapallath/python-lab
The Python Lab repository offers a series of practical exercises and projects aimed at enhancing Python programming skills. It covers a wide range of topics including basic syntax, data types, control flow, functions, file handling, and libraries.
decision-methods iterative-methods python raptor sequential-methods
Last synced: 07 Feb 2026
https://github.com/ashithapallath/agile-blood-management-web-application
The Agile Blood Management Web Application repository is a web-based platform designed to streamline blood donation and management processes. It allows users to easily donate blood, track donations, and connect with blood banks. The application is built with agile development principles, ensuring flexibility, responsiveness,
expressjs mongodb nodejs reactjs
Last synced: 13 Feb 2026
https://github.com/ashithapallath/computational-linguistics
This repository applies computational techniques to process and analyze natural language. It includes functions for tokenization, spelling correction, and bigram probability calculation to improve text accuracy and meaning. The program identifies misspelled words, suggests corrections, and evaluates sentence structure based on language models.
computational-linguistics python rule-based-nlp statistical-models
Last synced: 16 May 2026
https://github.com/ashithapallath/dream_interpreter
Dream Interpreter is an AI-powered web app that analyzes user-submitted dream texts using NLP and a trained neural network to classify them into emotional or thematic categories. It offers a playful way to explore the subconscious through machine learning.
Last synced: 17 May 2026
https://github.com/ashithapallath/ner-using-hmm
This project leverages a statistical model approach to implement a Hidden Markov Model (HMM) for Named Entity Recognition (NER). As part of a Computational Linguistics initiative, it uses the `ai4bharat/naamapadam` dataset to identify and classify named entities such as persons, organizations, and locations within text.
computational-linguistics hmm-model named-entity-recognition statistical-models viterbi-algorithm
Last synced: 18 May 2026
https://github.com/ashithapallath/ai-searches
The AI Searches repository provides a Jupyter Notebook demonstrating the implementation of various AI search algorithms commonly used in optimization and pathfinding problems. It includes algorithms such as Breadth-First Search (BFS), Depth-First Search (DFS), Uniform Cost Search (UCS), Greedy Best-First Search, and A* Search.
ai-search-algorithms bfs-search dfs-search greedy-search-algorithm python ucs-search
Last synced: 19 May 2026
https://github.com/ashithapallath/knn-distance-measures
This project compares k-NN performance using different distance metrics. Euclidean, Manhattan, and Minkowski achieved 100% accuracy, making them ideal for numerical data. Cosine Similarity performed well (93.33%), while Hamming and Jaccard were ineffective (33.33%).
cosine-similarity distance-measures euclidean-distances hamming-distance jaccard-similarity knn manhattan-distance minkowski
Last synced: 06 Apr 2025
https://github.com/ashithapallath/java-lab
The Java Lab repository is a collection of hands-on exercises and projects designed to enhance understanding of Java programming concepts. It includes various Java programs, algorithms, and data structures that demonstrate key programming principles such as object-oriented programming (OOP), control structures, and exception
java oop-principles oops-in-java
Last synced: 22 Mar 2025
https://github.com/ashithapallath/anomaly-detection-in-transactions-using-ml
This project focuses on anomaly detection in financial transactions, using advanced machine learning techniques to identify unusual or suspicious activity. The goal is to develop a system capable of detecting fraudulent transactions by analyzing patterns and detecting deviations from normal behavior in real-time transaction data.
anomaly-detection arima-model machine-learning python
Last synced: 15 May 2026
https://github.com/ashithapallath/comparison-of-ssd-sad-in-motion-estimation-of-video-coding
Course assignment for Algorithm and Massive Datasets comparing SAD and SSD for motion estimation. Includes analysis of accuracy, speed (Python/NumPy), and error sensitivity. Highlights trade-offs for speed-critical vs. precision-focused applications.
l1-normalization l2-norm numpy pytho video-cod
Last synced: 04 Apr 2025
https://github.com/ashithapallath/mmm_modeling_with_mediation_assumption
Analyzes a 2-year weekly marketing dataset to see how paid media, email/SMS, pricing, and promotions drive revenue. Google spend is treated as a mediator. Includes data prep, ML modeling, validation, and sensitivity checks, giving actionable insights into key revenue drivers.
Last synced: 20 Sep 2025
https://github.com/ashithapallath/image-processing
The Image Processing Lab repository showcases a variety of image processing techniques using Python. It covers essential concepts such as image manipulation (resizing, cropping), enhancement (adjusting brightness/contrast), analysis (edge detection, contours), color space conversions, and noise reduction.
color-space-conversion image-analysis image-enhancement image-manipulation image-processing noise-reduction numpy opencv python
Last synced: 03 Oct 2025
https://github.com/ashithapallath/abusive_comment_detection_malayalam
This project detects abusive and non-abusive comments in Malayalm Language using the MuRIL Bert model and compares its performance with TF-IDF + SVM and XGBoost. MuRIL outperforms classical models.
classical-machine-learning muril nlp tf-idf-vectorizer
Last synced: 07 May 2025
https://github.com/ashithapallath/r-lab
This repository offers a collection of exercises, assignments, and projects designed for the R Programming course. It focuses on utilizing R for data analysis, statistical modeling, and visualization tasks.
data-analysis exploratory-data-analysis machine-learning r-language visualization
Last synced: 19 Jul 2026
https://github.com/ashithapallath/feature-engineering
This repository contains a range of examples and techniques for feature engineering, aimed at improving dataset quality and boosting model performance. It covers essential methods such as Exploratory Data Analysis (EDA) and Interquartile Range (IQR) analysis for detecting and handling outliers.
exploratory-data-analysis feature-engineering iqr-method matplotlib numpy outlier-detection pandas python seaborn
Last synced: 18 Apr 2026
https://github.com/ashithapallath/facemaskdetection-using-cnn
This project implements a CNN-based Face Mask Detection Model to classify images as with mask or without mask. Trained on a labeled dataset, the model achieves 90% accuracy, making it suitable for real-world applications like public safety monitoring.
adam-optimizer batch-normalization detection dropout-layers machine-learning python
Last synced: 02 May 2026
https://github.com/ashithapallath/name-nationality-classifier-using-deeplearning
This project implements a deep learning-based classifier to identify whether a name is Indian or Non-Indian. By leveraging advanced neural networks to analyze name patterns, the classifier offers accurate predictions, with applications in demographic studies, personalized services, and more.
deep-learning linguistic-analysis
Last synced: 09 May 2026
https://github.com/ashithapallath/machine-learning-lab
The Machine Learning Lab repository contains a collection of exercises, assignments, and projects aimed at helping learners understand and apply various machine learning concepts. It includes practical tasks for supervised and unsupervised learning, step-by-step implementation guides, theoretical insights, and visualizations.
machine-learning-algorithms python supervised-learning visualization
Last synced: 06 Apr 2026
https://github.com/ashithapallath/helpdeskmanagement
HelpDesk Management System is a desktop application developed using NetBeans IDE, designed to simplify and enhance the management of student queries during admission procedures.
java mysql-database netbeans-ide
Last synced: 24 Apr 2026