RajatHanda / Finance-ForecastingLinks
Stock Market Forecasting using LSTM\GRU
☆26Updated 6 years ago
Alternatives and similar repositories for Finance-Forecasting
Users that are interested in Finance-Forecasting are comparing it to the libraries listed below
Sorting:
- Deep Learning - Neural network (RNN, LSTM & GRU)☆66Updated 6 years ago
- The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using t…☆60Updated 3 years ago
- Stock Prediction with XGBoost: A Technical Indicators' approach☆29Updated 6 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆120Updated 3 years ago
- In this project, we implement and compare the performance of several machine learning and deep learning algorithms in predicting the US s…☆54Updated 4 years ago
- Mean-Variance Optimization using DL (pytorch)☆31Updated 3 years ago
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Updated 4 years ago
- PHBS 2018 Machine Learning Class Project☆14Updated 7 years ago
- This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting …☆34Updated 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 …☆134Updated 2 years ago
- Time Series analysis with Python and ARIMA model to forecast Bitcoin price☆22Updated 6 years ago
- Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)☆40Updated 2 years ago
- Market Risk Management with Time Series Prediction of Stock Market Trends using ARMA, ARIMA, GARCH regression models and RNN for time ser…☆21Updated 7 years ago
- Improve S&P 500 stock price prediction (random forest and gradient boosting trees) with time series similarity measurements: DTW, SAX, co…☆98Updated 3 years ago
- Stock Market Prediction Using Unsupervised Features☆54Updated 6 years ago
- Intra day Stock Prediction 10 minutes into the future☆109Updated 6 years ago
- Predicting stock price by using Hidden Markov model☆18Updated 8 years ago
- By combining GARCH(1,1) and LSTM model implementing predictions.☆57Updated 6 years ago
- Hidden Markov Model (HMM) based stock forecasting☆102Updated 7 years ago
- Stock Price Prediction using CNN-LSTM☆84Updated 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
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 5 years ago
- ☆27Updated 2 years ago
- LSTM RNN for sentiment-based stock prediction☆65Updated 7 years ago
- Fuzzy Moving Average System with Genetic Algorithm Optimisation for Trading Crude Palm Oil Futures☆25Updated 6 years ago
- Transformer and MultiTransformer layers for stock volatility forecasting purposes☆69Updated 3 years ago
- Deep q learning on determining buy/sell signal and placing orders☆49Updated 6 years ago
- Momentum following strategies and optimal execution cost upon Implement Shortfall algorithm☆15Updated 6 years ago
- Stock prediction thru TFT☆37Updated 3 years ago
- Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).☆33Updated 6 years ago