forecasting

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

翻译 - 用于为具有多个季节性且线性或非线性增长的时间序列数据生成高质量预测的工具。

Statsmodels: statistical modeling and econometrics in Python

翻译 - Statsmodels：Python中的统计建模和计量经济学

#计算机科学#A python library for user-friendly forecasting and anomaly detection on time series.

翻译 - 一个易于操作和预测时间序列的python库。

#计算机科学#A unified framework for machine learning with time series

翻译 - 兼容scikit-learn的Python工具箱，用于按时间序列进行机器学习

#Awesome#Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

翻译 - 机器学习，NLP，视觉，推荐系统项目创意的精选清单

#计算机科学#The GitHub repository for the paper "Informer" accepted by AAAI 2021.

翻译 - AAAI 2021（最佳论文奖）接受了论文“ Informer”的GitHub存储库。

#计算机科学#Probabilistic time series modeling in Python

翻译 - Python中的概率时间序列建模

#计算机科学#Lightning ⚡️ fast forecasting with statistical and econometric models.

#学习与技能提升#Time series forecasting with PyTorch

翻译 - 使用PyTorch进行时间序列预测

#计算机科学#NeuralProphet: A simple forecasting package

翻译 - NeuralProphet - a Neural Network based Time-Series model

#计算机科学#Merlion: A Machine Learning Framework for Time Series Intelligence

翻译 - Merlion：时间序列智能的机器学习框架

#计算机科学#Scalable and user friendly neural 🧠 forecasting algorithms.

#大语言模型#Chronos: Pretrained Models for Probabilistic Time Series Forecasting

#计算机科学#Time Series Forecasting Best Practices & Examples

翻译 - 时间序列预测最佳做法和示例

#计算机科学#[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

翻译 - A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

#时序数据库#Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

#计算机科学#ETNA – Time-Series Library

翻译 - ETNA – 时间序列库

#时序数据库#Luminaire is a python package that provides ML driven solutions for monitoring time series data.

翻译 - Luminaire是一个python软件包，提供ML驱动的解决方案来监视时间序列数据。

#时序数据库#AtsPy: Automated Time Series Models in Python (by @firmai)

翻译 - Python的最佳自动时间序列模型（AtsPy）