Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by SaritaPhD
A curated list of projects in awesome lists by SaritaPhD .
https://github.com/saritaphd/dbscan-and-kmeans
DBSCAN and KMeans with examples and basic understanding about these
Last synced: 16 Nov 2024
https://github.com/saritaphd/pca-and-svd
PCA and SVD working codes with basic details about them.
Last synced: 16 Nov 2024
https://github.com/saritaphd/hierarchial-clustering
Hiearchial clustering manual with example
hierarchical-clustering python
Last synced: 16 Nov 2024
https://github.com/saritaphd/python-basics
Python Basics - Data types, variables, operators, conditional statements, loops and functions, packages
Last synced: 16 Nov 2024
https://github.com/saritaphd/cement-strength-prediction
This project predicts the compressive strength of cement based on various features such as cement composition, water content, and age. The goal is to build a regression model that accurately predicts the cement's strength.
machine-learning python streamlit
Last synced: 31 Oct 2024
https://github.com/saritaphd/end-to-end-qna-chatbot-using-ollama
This is a Q&A chatbot application built using Streamlit, Langchain, and Ollama. The chatbot leverages open-source models to generate responses based on user input.
Last synced: 16 Nov 2024
https://github.com/saritaphd/gen-ai-project-on-medical-disease-analysis-using-gpt4-vision
This project is a Streamlit-based web application designed for medical disease analysis using the GPT-4 vision model. Users can upload images, and the application will analyze the image to provide a detailed description or diagnosis.
Last synced: 16 Nov 2024
https://github.com/saritaphd/diabetes-prediction-deployment-with-flask
Business Objective The objective of this project is to deploy a machine learning model through a Flask-based web application to predict whether a patient is diabetic or non-diabetic based on their medical details, such as glucose level, BMI, age, and other health indicators.
Last synced: 16 Nov 2024
https://github.com/saritaphd/news-reported-ai-agent-using-crewai-and-google-gemini-pro
This project leverages the capabilities of CrewAI and Google Generative AI models to create a comprehensive research and writing workflow. The goal is to identify emerging trends in a specified topic and produce insightful articles on these trends.
Last synced: 16 Nov 2024
https://github.com/saritaphd/next_word_prediction_using_lstm
This project aims to develop a deep learning model for predicting the next word in a given sequence of words. The model is built using Long Short-Term Memory (LSTM) networks, which are well-suited for sequence prediction tasks
Last synced: 16 Nov 2024
https://github.com/saritaphd/chicken-disease-classification-deep-learning-project-with-deployment-using-aws
Chicken disease classification project end to end with deployment at AWS
Last synced: 16 Nov 2024
https://github.com/saritaphd/multi-class-image-classification-using-yolov5
This project implements a Multi-Class Image Classification model using YOLOv5, a state-of-the-art deep learning architecture for object detection and classification. The model is trained to recognize multiple classes of objects in images, providing accurate classification and bounding box predictions.
Last synced: 16 Nov 2024
https://github.com/saritaphd/face-dissimilarity-detection-using-siamese-network
This project utilizes a Siamese Network to measure the dissimilarity between faces in an image dataset.
Last synced: 16 Nov 2024
https://github.com/saritaphd/end-to-end-document-q---a-using-gemma
The application leverages the power of large language models (LLMs) and document embeddings to perform document retrieval and question answering.
Last synced: 16 Nov 2024
https://github.com/saritaphd/end-to-end-resume-application-tracking-system-llm-
ATS Resume Expert is a Streamlit-based web application that allows users to upload their resumes in PDF format and receive an analysis based on a provided job description. The application uses the Gemini Pro model from Google's Generative AI to generate detailed feedback and evaluate the alignment of the resume with the job description.
Last synced: 16 Nov 2024
https://github.com/saritaphd/end-to-end-computer-vision-industry-safety-detection-using-yolov7
The Industry Safety Detection Project Using YOLOv7 focuses on identifying whether workers are wearing helmets in industrial environments. By leveraging the YOLOv7 object detection model, the system analyzes images or video feeds to detect helmet compliance, ensuring safety regulations.
Last synced: 16 Nov 2024
https://github.com/saritaphd/text-summarization-project-with-deployment
Natural language processing (NLP) project with deployment
Last synced: 16 Nov 2024
https://github.com/saritaphd/end-to-end-text-to-sql-llm-app-along-with-quering-sql-database
Last synced: 16 Nov 2024
https://github.com/saritaphd/kidney-disease-classification-deep-learning-project-with-deployment
Kidney-disease-classification-deep-learning-project-with-deployment
aws deeplearning deployment python
Last synced: 16 Nov 2024
https://github.com/saritaphd/predicting-performance-of-students---complete-ml-project-with-deployment-using-aws
Student performance analysis with deployment (End to end ML project)
aws data data-science deployment jupyter-notebook machine-learning python visualization
Last synced: 16 Nov 2024
https://github.com/saritaphd/basic-understanding-of-forecasting---time-series
This repository provides detailed instructions on how to perform time series forecasting using various models and techniques.
python timeseries-analysis timeseries-forecasting
Last synced: 16 Nov 2024
https://github.com/saritaphd/text-mining-extracting-tweets-from-twitter-
Extracting tweets from Twitter using the Tweepy library.
Last synced: 16 Nov 2024
https://github.com/saritaphd/text-mining---creating-a-word-cloud
Word Clouds: A Visual Representation of Text Data When it comes to conveying the essence of a large body of text data quickly and effectively, word clouds are a popular choice. Word clouds are visually appealing representations that display the most frequent words in a text document.
Last synced: 16 Nov 2024