Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by srinivasRM
A curated list of projects in awesome lists by srinivasRM .
https://github.com/srinivasrm/mutual-funds-analysis-and-prediction
In this project I have performed analysis and prediction on 1,3,and 5 year returns on 1064 mutual funds in India. I have scraped data from a website which is the most visited website for mutual fund investments.I have tested regression models linear model,SGD Regressor , Random Forest Regressor,Decision Tree Regressor,Ridge,MLP Regressor and linear model (Lasso).After which I have selected the best perorming model and performed Hyper parameter tuning and then deployed an interactive application which can generate the visualization and send an email with the visualization to the users email address.
beautifulsoup data-analysis data-base data-cleaning data-science deployment etl finanace frontend funds machine-learning mutual mutual-funds pgsql python scikit-learn sql streamlit web webapplication
Last synced: 27 Sep 2024
https://github.com/srinivasrm/graphics_cards_analysis_and_application
In the current project I have extracted graphics card current prices from an authorizer retailer in India and performed analysis
beautifulsoup data-analysis data-science data-visualization etl graphic-card-price-prediction graphics-card graphics-card-analysis heroku-database machine-learning matplotlib pgsql python regression scikit-learn seaborn sql streamlit webapplication
Last synced: 27 Sep 2024