srinivasRM / Mutual-funds-Analysis-and-predictionLinks
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 lin…
☆12Updated 3 years ago
Alternatives and similar repositories for Mutual-funds-Analysis-and-prediction
Users that are interested in Mutual-funds-Analysis-and-prediction are comparing it to the libraries listed below
Sorting:
- This repository is the result of our work for the course CSCI-SHU 360 Machine Learning☆68Updated 4 years ago
- Simple python/streamlit web app for European option pricing using Black-Scholes model, Monte Carlo simulation and Binomial model. Spot pr…☆275Updated 8 months ago
- Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news a…☆205Updated 3 weeks ago
- Stock Market Trend Prediction using sentiment analysis Leveraging machine learning and sentiment analysis, we accurately forecast stock …☆39Updated 2 years ago
- applications for risk management through computational portfolio construction methods☆43Updated 5 years ago
- Identification of trends in the stock prices of a company by performing fundamental analysis of the company. News articles were provided …☆133Updated 4 years ago
- This repository displays my work in finance and economics datascience for future employers and collaborators.☆11Updated 2 years ago
- Predicting the price movement of stocks using past prices and sentiment analysis scores from financial News.☆19Updated 2 years ago
- Project that uses deep learning to forecast stock returns and defines the optimal allocation for a maximum☆22Updated 4 years ago
- This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …☆85Updated 2 years ago
- In this project, we implement and compare the performance of several machine learning and deep learning algorithms in predicting the US s…☆55Updated 4 years ago
- A python application, that demonstrates optimizing a portfolio using machine learning.☆102Updated last year
- This repository contains several exercises in Python and R, mainly in the area of finance, financial modeling, and statistics.☆43Updated 4 years ago
- A Streamlit based application to predict future Stock Price and pipeline to let anyone train their own multiple Machine Learning models o…☆97Updated last year
- Quantitative Finance & Statistics Projects. Topics including multiple linear regression, variance and instability estimates, display meth…☆77Updated 5 years ago
- Open souce quantitative finance models and algorithms with tutorials☆39Updated 4 years ago
- Developed a deep learning model that allows trading firms to analyze large patterns of stock market data and look for possible permutatio…☆64Updated 6 years ago
- Tracking S&P 500 index with deep learning model☆13Updated 2 years ago
- This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Networks to predict stock prices.☆85Updated 4 years ago
- kennedyCzar / STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDAForecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning …☆133Updated 3 years ago
- Codes for the concepts related to quantitative finance☆57Updated 2 weeks ago
- Financial risk analysis on a stocks portfolio through the VaR (Value at Risk), using Monte Carlo Simulation and Multiple Linear Regressio…☆22Updated 4 years ago
- Here you can find all the quantitative finance algorithms that I've worked on.☆30Updated 5 years ago
- Signal processing examples in python☆154Updated 5 years ago
- The coding has been done on Python 3.65 using Jupyter Notebook. This program fetches LIVE data from TWITTER using Tweepy. Then we clean o…☆76Updated 3 years ago
- ☆39Updated 4 years ago
- Repo for code examples in Quantitative Finance with Python by Chris Kelliher☆146Updated last year
- Immersion of the world of Finance through Python☆138Updated 5 years ago
- Option pricing with various models (Black-Scholes, Heston, Merton jump diffusion, etc) and methods (Monte Carlo, finite difference, Fouri…☆85Updated 3 years ago
- ☆73Updated 4 years ago