vishwajeetv / stock_prediction
Novice's attempt for Stock Prices Prediction & Portfolio Optimization using Machine Learning with Python & Scikit Learn
☆56Updated 3 years ago
Alternatives and similar repositories for stock_prediction:
Users that are interested in stock_prediction are comparing it to the libraries listed below
- Python based Quant Finance Models, Tools and Algorithmic Decision Making☆46Updated 7 years ago
- An intelligent recommender system for stock analyzing, predicting and trading☆141Updated 3 years ago
- Semi-automated investing strategy (risk parity)☆24Updated 8 years ago
- Select a supervised algorithm that can predict stock prices of historical data based on the predictors (statistical indicators). Accordin…☆43Updated last year
- Stock analysis/prediction model using machine learning☆186Updated 7 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Updated 5 years ago
- Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to cho…☆69Updated 7 years ago
- Markowitz portfolio optimization on synthetic and real stocks☆76Updated 7 years ago
- The Implied Volatility Smirk of Individual Option in S&P 500 Shows its Underlying Asset’s Return☆37Updated 4 years ago
- predict the price trend of individual stocks using deep learning and natural language processing☆74Updated 6 years ago
- Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf☆91Updated 2 years ago
- Quantitative Finance using python - Derivatives Pricing☆43Updated 6 years ago
- Deep q learning on determining buy/sell signal and placing orders☆47Updated 5 years ago
- Stock Price prediction using news data. The datasets used consists news and stock price data from 2008 to 2016. The polarity(Subjectivity…☆48Updated 7 years ago
- Built a smart beta portfolio and compared it to a benchmark index by calculating the tracking error. Built a portfolio using quadratic pr…☆60Updated 5 years ago
- ☆63Updated 6 years ago
- ☆71Updated 2 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆21Updated 6 years ago
- Quantitative analysis of fundamentals in quarterly reports by Machine Learning☆22Updated 4 years ago
- Deep Trading using Convolutional Neural Network☆27Updated 7 years ago
- A Python based High Frequency Trading system that uses the Kite Connect API☆34Updated 7 years ago
- keywords - Kmeans Clustering, Tsne, PCA, Indian Stocks, Johansen test☆30Updated 6 years ago
- ☆105Updated 7 years ago
- portfolio construction and quantitative analysis☆140Updated 9 years ago
- Assets' Risk Management Using Mean-Variance Opt Based On Mult-Factors Trending Prediction☆30Updated 7 years ago
- the book with script☆76Updated 7 years ago
- Research and Backtests I have been working on...enjoy☆70Updated 3 years ago
- Extension for creating Performance Reports with Backtrader☆71Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆34Updated 7 years ago