forecasting-model 开源项目推荐（116 个）

ourownstory /neural_prophet

NeuralProphet: A simple forecasting package

cure-lab /LTSF-Linear

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

NGYB /Stocks

Programs for stock prediction and evaluation

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.

salesforce /CoST

PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

Zero-coder /FECAM

About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚

trunghieu-tran /Sentiment-Analysis-facebook-comments

Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments

zachrenwick /streamlit_forecasting_app

This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your own data.

yijunwang0805 /covid-19

COVID-19 infectious forecasting using SEIR model and R0 estimation

ExcViral /adaptive-forex-forecast

An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms

TEB-model /teb

🏘️ The Town Energy Balance (TEB) model software and platform

Emmanuel-R8 /Time_Series_Transformers

Time series forecast using deep learning transformers (simple, XL, compressive). Implementation in Pytorch and Pytorch Lightning.

honglinwen /Wind-power-forecasting-based-on-SVGP

Code for paper "Sparse Variational Gaussian Process based Day-ahead Probabilistic Wind Power Forecasting", IEEE Transactions on Sustainable Energy

PetoLau /CoronaDash

COVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools

senadkurtisi /Multivariate-Time-Series-Forecast

Forecast of the level of pollution in the next hour in Beijing based on historical information

ozogxyz /cmapss

Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.

Abrar2652 /Cash-Flow-Forecast-Challenge-Solution-2020-TopCoder

Cash Flow Forecasting Challenge held in 2020 on the popular TopCoder hackathon platform. I created my ML forecasting model using Python SciPy libraries. The step-by-step guide from data exploration to analysis has been shown in the notebook.

Erdos1729 /food-demand-forecasting

This repository will work around solving the problem of food demand forecasting using machine learning.

saritmaitra /Historical-price-index

Predictive Analytics

krishnapriya-18 /Women-Data-Science-Hackathon-by-Bain-Company

Analytics Vidhya Hackathon