Csun1992 / SVM-stock-return-predictionLinks
We predict stock price with K-means clustering and support vector machine
☆17Updated 6 years ago
Alternatives and similar repositories for SVM-stock-return-prediction
Users that are interested in SVM-stock-return-prediction are comparing it to the libraries listed below
Sorting:
- Market Risk Management with Time Series Prediction of Stock Market Trends using ARMA, ARIMA, GARCH regression models and RNN for time ser…☆22Updated 8 years ago
- Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory☆93Updated 3 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Updated 8 years ago
- This project is to practice applying Long Short-Term Memory network in deep learning to predict time series financial data. I selected Am…☆15Updated 7 years ago
- This project aims to predict VOLATILITY S&P 500 (^VIX) time series using LSTM.☆101Updated 5 years ago
- Financial Time Series Price forecast using Keras for Tensorflow. RNN LSTM☆48Updated 8 years ago
- RNN - Stock Prediction Model using Attention Multilayer Recurrent Neural Networks with LSTM Cells☆40Updated 8 years ago
- predict the price trend of individual stocks using deep learning and natural language processing☆79Updated 7 years ago
- Stock Market Prediction Using Unsupervised Features☆53Updated 7 years ago
- CVXPY Portfolio Optimization Sample☆45Updated 8 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 7 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 8 years ago
- Financial time series forecast using dual attention RNN☆27Updated 6 years ago
- Novice's attempt for Stock Prices Prediction & Portfolio Optimization using Machine Learning with Python & Scikit Learn☆56Updated 4 years ago
- SVM for stock/index prediction☆14Updated 9 years ago
- This is an internship project aiming to make Attribution Analysis for general equity funds in China market☆14Updated 7 years ago
- Estimating Value-at-Risk with a recurrent neural network (Jordan type) GARCH model☆71Updated 6 years ago
- Assets' Risk Management Using Mean-Variance Opt Based On Mult-Factors Trending Prediction☆30Updated 8 years ago
- the book with script☆80Updated 8 years ago
- Improve S&P 500 stock price prediction (random forest and gradient boosting trees) with time series similarity measurements: DTW, SAX, co…☆100Updated 4 years ago
- Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf☆94Updated 3 years ago
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Updated 5 years ago
- copper price(time series) prediction using bpnn and lstm☆107Updated 7 years ago
- This project deals with the use of machine learning to predict changes in stock values as well as we incorporating study on effect of dif…☆13Updated 8 years ago
- 上证50成分股、马科维茨有效前沿、CML、资本市场线、最高夏普比率、最低风险☆27Updated 7 years ago
- This is a VaR and AVaR calculator for portfolio only with stocks using Monte Carlo Method.☆18Updated 8 years ago
- UCLA Master of Applied Economics Capstone Research☆11Updated 7 years ago
- a python module and user interface of a user-defined Barra risk model☆11Updated 6 years ago
- Deep Direct Reinforcement Learning for Financial Signal Representation and Trading(http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/aa…☆29Updated 6 years ago
- Multivariate Adaptive Regression Splines for Time Series Prediction☆18Updated 2 years ago