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...
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The Bass model is frequently employed as a market analysis instrument to forecast the demand for novel products and technologies. It is feasible to accurately estimate the transmission efficiency without historical income data[3]. This article employs the Bass model as a foundational framework and ext...
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...
Accurate short-term wind power forecast is very important for reliable and efficient operation of power systems with high wind power penetration. There are many conventional and artificial intelligence methods that have been developed to achieve accurate wind power forecasting. Time-series based...
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49 Dollar General’s stock is cratering. Here’s what it says about the economy Low-income consumers feeling a pinch in the economy are leading to lower-than-expected sales forDollar General, as the budget-friendly retailer slashed its sales and profit outlook for the year. Its shares sank ...
Mario - Kaggle Grandmaster (https://forecastegy.com/) Chip Huyen (https://huyenchip.com/blog/) Daniel Tunkelang - Search Fundamentals (https://dtunkelang.medium.com/) Daniel Lemire - crazily fast code (https://lemire.me/en/) NLPlanet (https://www.nlplanet.org/blog/index.html) Uncle ...
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...