Perform forecast with ML analysis to understand market trends. Check KST Trend Assess the Know Sure Thing (KST) trend signal to predict the market momentum. Select Weight Based on Trend Signal Choose the asset allocation weight according to the trend signal. Distribute Assets Allocate assets bas...
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Using the optimized model to predict temperature series can effectively capture the long-term dependencies of the temperature series and generate accurate forecast results. The model can accurately predict the temperature of the main girder, providing important data support for bridge construction and ...
Apple stock split 7:1, so stockholders will now own seven times as many shares at 1/7th the value. Companies often do that when their stock goes up so high that it may discourage investors from buying. In Apple's case, right before the split, its shares were US$646. After the split...
Building a bidirectional RNN to predict stock returns using custom word embeddings 20 Autoencoders for Conditional Risk Factors and Asset Pricing This chapter shows how to leverage unsupervised deep learning for trading. We also discuss autoencoders, namely, a neural network trained to reproduce the...
How to train a word2vec model on SEC filings to predict stock price moves How doc2vec extends word2vec and helps with sentiment analysis Why the transformer’s attention mechanism had such an impact on NLP How to fine-tune pre-trained BERT models on financial data Part 4: Deep & Reinforc...