[“Time Series Forecasting”

Volatility Prediction: CNN-Based Image Recognition Strategy (With Code)

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Volatility Prediction: CNN-Based Image Recognition Strategy (With Code)

Star ★TopPublic AccountLove you all♥ Author: Chuan Bai Translated by: 1+1=6 1 Introduction The financial market mainly deals with time series problems, and there are numerous algorithms and tools around time series forecasting. Today, we use CNN for regression-based prediction and compare it with some traditional algorithms to see how it performs. We focus on … Read more

Lag-Llama: Probabilistic Time Series Forecasting with Foundation Models

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Lag-Llama: Probabilistic Time Series Forecasting with Foundation Models

Abstract arXiv:2310.08278v3 [cs.LG] February 8, 2024 Original paper link: https://arxiv.org/pdf/2310.08278 In recent years, foundation models have caused a paradigm shift in the field of machine learning due to their unprecedented zero-shot and few-shot generalization capabilities. However, despite the success of foundation models in fields such as natural language processing and computer vision, the development of … Read more