• Transformer モデルをテキスト生成タスクで使用する場合、計算コストに難がある Transformerは現在の自然言語処理分野における代表的な深層学習モデルの1つです。さまざまなベンチマークを総なめにした Google の BERTとその派生系 (XLNet, ALBERT, etc.) や、OpenAI の ...

MGF-LSTM is an advanced volatility forecasting framework designed for financial risk management. It seamlessly integrates the statistical interpretability of GARCH-family models (GARCH, EGARCH, TGARCH ...

This repository contains Python scripts and Jupyter notebooks for forecasting daily cups_sold using various time series models. The models include SARIMA/SARIMAX, LSTM, CNN-LSTM, and Facebook Prophet.

This demo from Dr. James McCaffrey of Microsoft Research of creating a prediction system for IMDB data using an LSTM network can be a guide to create a classification system for most types of text ...