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Search results for python forecasting models
forecasting-models
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python
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20 search results found
Neural_prophet
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3,512
NeuralProphet: A simple forecasting package
Deep Learning Time Series
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1,811
List of papers, code and experiments using deep learning for time series forecasting
Ltsf Linear
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1,540
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Pmdarima
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1,537
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Hierarchicalforecast
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473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
Atspy
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409
AtsPy: Automated Time Series Models in Python (by @firmai)
Pyfts
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232
An open source library for Fuzzy Time Series in Python
Warren
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214
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.
Streamlit_prophet
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205
Streamlit app to train, evaluate and optimize a Prophet forecasting model.
Graph_weather
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139
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
Cost
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132
PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
Gis4wrf
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132
QGIS toolkit 🧰 for pre- and post-processing 🔨, visualizing 🔍, and running simulations 💻 in the Weather Research and Forecasting (WRF) model 🌀
Deep_xf
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84
Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.
Spinests
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55
spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.
Fecam
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41
About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting"
Streamlit_forecasting_app
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36
This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your own data.
Forecasting 1.0
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29
Predictive algorithm for forecasting the mexican stock exchange. Machine Learning approach to forecast price and Indicator behaviours of MACD, Bollinger and SuperTrend strategy
Python_ds_research
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29
Python based Quant Finance Models, Tools and Algorithmic Decision Making
Holt Winters
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19
The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model. It also contains the implementation and analysis to time series anomaly detection using brutlag algorithm.
Fife
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13
Finite-Interval Forecasting Engine: Machine learning models for discrete-time survival analysis and multivariate time series forecasting
Covid19
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12
COVID-19 Growth Forecast
Lisflood Calibration
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8
Lisflood OS (Calibration tool)
Algorithm Trading And Stock Prediction Using Machine Learning
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8
ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNING
Lisflood Lisvap
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7
Lisflood OS (LISVAP)
Cmapss
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5
Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.
Spt_compute
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5
Runs streamflow forecasts using ECMWF predicted runoff and RAPID (Forked from: https://github.com/CI-WATER/erfp_data_process_ubun
Fold Wrappers
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5
🧱 Wrappers for 3rd party models to be used with fold (https://github.com/dream-faster/fold)
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