series-forecasting 开源项目推荐（46 个）

NirantK /awesome-project-ideas

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

Alro10 /deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

cuge1995 /awesome-time-series

list of papers, code, and other resources

philipperemy /n-beats

Keras/Pytorch实现N-BEATS：用于可解释时间序列预测的神经基础扩展分析。

DaoSword /Time-Series-Forecasting-and-Deep-Learning

关于时间序列预测和深度学习的资源。

nityansuman /warren

Web app to predict closing stock prices in real time using Facebook's Prophet time series algorithm with a multi-variate, single-step time series forecasting strategy.

kristpapadopoulos /seriesnet

Time series prediction using dilated causal convolutional neural nets (temporal CNN)

pedrolarben /TimeSeriesForecasting-DeepLearning

An experiemtal review on deep learning architectures for time series forecasting

liangyimingcom /Use-SageMaker_XGBoost-convert-Time-Series-into-Supervised-Learning-for-predictive-maintenance

使用SageMaker+XGBoost，将时间序列转换为监督学习，完成预测性维护的实践

Abhishekmamidi123 /Time-Series-Forecasting

Rainfall analysis of Maharashtra - Season/Month wise forecasting. Different methods have been used. The main goal of this project is to increase the performance of forecasted results during rainy seasons.

vcerqueira /tsensembler

R package - Dynamic Ensembles for Time Series Forecasting

harshildarji /Machine-Learning

Machine Learning Practise

d3sm0 /ntsa

Neural Time Series Analysis

SooyeonWon /time_series_analytics

Time Series Forecasting Models: ETS, ARIMA

mammykins /App-forecast

Time series forecasting for common inflators and economic indices using the forecast package in R.

gregjasonroberts /Trade_Volume_Time_Series_Analysis

Time series analysis written in python in a colab jupyter environment. Predominant libraries used were numpy, pandas and statsmodels.

Alro10 /classical-time-series-forecasting

Coding from classical methods applying in time series forecasting

Hmamouche /GFSM

The GFSM algorithm

zairobastos /LLM4Time

Ferramenta interativa para previsão de séries temporais utilizando Large Language Models (LLMs), com interface em Streamlit, suporte a múltiplos prompts e histórico de execuções.

Heisenberg0203 /GETS

GETS - Time Series Forecasting Framework using Grammatical Evolution.