forecasting-model · GitHub Topics

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

forecasting time-series 机器学习 fbprophet prophet forecast 人工智能 prediction trend seasonality PyTorch timeseries forecasting-model neural 神经网络 Python 深度学习

Python 4.11 k

5 个月前

cure-lab / LTSF-Linear

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

深度学习 forecasting forecasting-model linear-models PyTorch time-series time-series-forecasting time-series-prediction aaai aaai2023

Python 2.23 k

1 年前

NGYB / Stocks

#计算机科学#Programs for stock prediction and evaluation

stock-market stock-price-prediction stock-trading 机器学习 forecasting forecasting-model signal signal-processing

Jupyter Notebook 361

6 个月前

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.

stock-price-prediction neural-networks fbprophet forecasting-model yahoo-finance Python Flask final-year-project series-forecasting

Jupyter Notebook 303

2 年前

salesforce / CoST

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

contrastive-learning 深度学习 self-supervised-learning time-series time-series-forecasting forecasting-model 机器学习

Python 223

2 年前

Zero-coder / FECAM

#计算机科学#About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚

time-series-forecasting Python forecasting-model PyTorch time-series 深度学习

Jupyter Notebook 139

2 年前

trunghieu-tran / Sentiment-Analysis-facebook-comments

#自然语言处理#Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments

sentiment-analysis 自然语言处理 forecasting-model Facebook

Jupyter Notebook 82

6 年前

yijunwang0805 / covid-19

COVID-19 infectious forecasting using SEIR model and R0 estimation

ncov-2019 wuhan-coronavirus sars-cov-2 COVID-19 forecasting-model

Jupyter Notebook 67

4 年前

zachrenwick / streamlit_forecasting_app

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

Python fbprophet 机器学习 forecasting forecasting-models forecasting-model time-series

Python 67

1 年前

ExcViral / adaptive-forex-forecast

#计算机科学#An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms

forex-trading forex-prediction forecasting-model adaptive-learning 机器学习 supervised-machine-learning trading-bot prediction predictive-modeling predictive-analytics

Python 43

7 年前

Emmanuel-R8 / Time_Series_Transformers

#计算机科学#Time series forecast using deep learning transformers (simple, XL, compressive). Implementation in Pytorch and Pytorch Lightning.

机器学习 Python 深度学习 transformer PyTorch pytorch-lightning forecasting-model time-series

Python 29

5 年前

TEB-model / teb

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

energy-consumption cmake forecasting-model

Fortran 28

3 年前

PetoLau / CoronaDash

#时序数据库#COVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools

COVID-19 covid-virus coronavirus-tracking coronavirus forecasting rstats shiny shinydashboard time-series time-series-forecasting time-series-analysis clustering epidemics forecasting-model

R 23

5 年前

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

forecasting-model 机器学习

Jupyter Notebook 22

2 年前

senadkurtisi / Multivariate-Time-Series-Forecast

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

lstm PyTorch rnn forecasting forecasting-model multivariate

Python 15

5 年前

ozogxyz / cmapss

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

深度学习 forecasting-model Python PyTorch time-series

Python 10

2 年前

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...

cashflow forecasting-model Jupyter Notebook Python SciPy

Jupyter Notebook 9

4 年前