Farewell RNNs, Welcome TCNs
How Temporal Convolutional Networks are moving in favor of Sequence Modeling — Stock Trend Prediction. Source
Prediction
Stock Prediction Technique : Classification Use Case and Return Computation
Predictive model using a machine learning algorithm Source
Time Series Analysis of Natural Gas
Natural gas is an important energy source for much of our industrial, heating and electricity needs. The price of natural gas can fluctuate greatly. I made a time series analysis with external regressors to investigate ...
How to Predict Stock Prices with LSTM
A Practical Example of Stock Prices Predictions with LSTM using Keras TensorFlow Source
Machine Learning to Predict Stock Prices
Utilizing a Keras LSTM model to forecast stock trends Source
Predicting Stock Trend Using Deep Learning
Predicting the upcoming trend of stock using Deep learning Model(Recurrent Neural Network) Source
Stock Trading Strategy Utilizing the Distribution of Predicted Returns
On this article we explain one of the three novel contributions behind the paper “High-performance stock index trading using neural networks and trees”, which achieves very strong results applied to major stock market indices such ...
Predicting stock prices using deep learning
If a human investor can be successful, why can’t a machine? Algorithmic trading has revolutionised the stock market and its surrounding industry. Over 70% of all trades happening in the US right now are being ...
Most useful Python functions for Time Series Analysis
All these Functions will be tested on a use case, helping you better your analysis and get better insights Source
Technical Indicators and GRU/LSTM to Predict Stock price
Predictive model using multivariate time-Series and Python Code Source