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The Top 23 Nowcasting Open Source Projects

Open source projects categorized as Nowcasting
Categories > Nowcasting
Pysteps ⭐ 389
Python framework for short-term ensemble prediction systems.
dependent packages 1total releases 20most recent commit 4 months agopypi pysteps} Downloads
Microprediction ⭐ 312
If you can measure it, consider it predicted
dependent packages 9total releases 205most recent commit 3 months agopypi microprediction} Downloads
Skillful_nowcasting ⭐ 171
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
dependent packages 1total releases 13most recent commit 5 months agopypi skillful-nowcasting} Downloads
Nowcasting ⭐ 93
Front End repo for the Nowcasting project.
most recent commit 3 months ago
Awesome Precipitation Nowcasting ⭐ 80
A list of Precipitation Nowcasting papers and related resources.
most recent commit 4 months ago
Nowcasting ⭐ 77
Nowcasting
most recent commit 5 years ago
Fold ⭐ 75
🪁 A fast Adaptive Machine Learning library for Time-Series, that lets you build, deploy and update composite models easily. An order of magnitude speed-up, combined with flexibility and rigour.
dependent packages 2total releases 21most recent commit 6 months agopypi fold-core} Downloads
Satflow ⭐ 52
Satellite Optical Flow with machine learning models
total releases 28most recent commit 8 months ago
Nowcast_lstm ⭐ 47
LSTM neural networks for nowcasting economic data.
total releases 14most recent commit 5 months ago
Epinowcast ⭐ 47
Tools to enable flexible and efficient hierarchical nowcasting of epidemiological time-series using a semi-mechanistic Bayesian model with support for a range of reporting and generative processes.
most recent commit 3 months ago
Predict_pv_yield ⭐ 33
Using optical flow & machine learning to predict PV yield
most recent commit 2 years ago
Satip ⭐ 31
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
most recent commit 3 months ago
Pvoutput ⭐ 29
Python code for downloading PV data from PVOutput.org
most recent commit 10 months ago
Rtlive Global ⭐ 26
Globalized version of the Rt-live model.
most recent commit 2 years ago
Weather4cast ⭐ 25
Code accompanying our IARAI Weather4cast Challenge
most recent commit 2 years ago
Nowcasting_dataset ⭐ 22
Prepare batches of data for training machine learning solar electricity nowcasting data
most recent commit 8 months ago
Predict_pv_yield_old ⭐ 20
Use machine learning to map from satellite imagery of clouds to solar PV yield
most recent commit 3 years ago
Mf Bavart ⭐ 20
MF-BAVART model introduced in "Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs"
most recent commit 3 months ago
Econowcast ⭐ 16
Experimental tools (R) for Big Data econometrics nowcasting and early estimates
most recent commit 4 years ago
Tathu ⭐ 14
TATHU is a Python package for tracking and analyzing the life cycle of convective systems.
most recent commit 7 months ago
Nowcasting Python ⭐ 14
Python Nowcasting
most recent commit 3 years ago
Nowcastdfm ⭐ 12
Dynamic factor models (DFM) in R. Easy estimation and new data contributions to changes in prediction.
total releases 1most recent commit a year ago
Nowcaster ⭐ 12
Repository for a nowcasting by INLA
most recent commit a year ago
The 5 Most Depended On Nowcasting Open Source Projects
Microprediction ⭐ 312
If you can measure it, consider it predicted
dependent packages 9total releases 205latest release January 26, 2023most recent commit 3 months agopypi microprediction} Downloads
Fold Wrappers ⭐ 5
🧱 Wrappers for 3rd party models to be used with fold (https://github.com/dream-faster/fold)
dependent packages 2total releases 4latest release June 20, 2023most recent commit 9 months agopypi fold-wrappers} Downloads
Skillful_nowcasting ⭐ 171
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
dependent packages 1total releases 13latest release January 06, 2022most recent commit 5 months agopypi skillful-nowcasting} Downloads
Pysteps ⭐ 389
Python framework for short-term ensemble prediction systems.
dependent packages 1total releases 20latest release January 25, 2023most recent commit 4 months agopypi pysteps} Downloads
The 8 Latest Releases In Nowcasting Open Source Projects
Nowcast_lstm ⭐ 47
LSTM neural networks for nowcasting economic data.
total releases 14latest release November 24, 2023most recent commit 5 months ago
Fold Wrappers ⭐ 5
🧱 Wrappers for 3rd party models to be used with fold (https://github.com/dream-faster/fold)
dependent packages 2total releases 4latest release June 20, 2023most recent commit 9 months agopypi fold-wrappers} Downloads
Microprediction ⭐ 312
If you can measure it, consider it predicted
dependent packages 9total releases 205latest release January 26, 2023most recent commit 3 months agopypi microprediction} Downloads
Pysteps ⭐ 389
Python framework for short-term ensemble prediction systems.
dependent packages 1total releases 20latest release January 25, 2023most recent commit 4 months agopypi pysteps} Downloads
Satflow ⭐ 52
Satellite Optical Flow with machine learning models
total releases 28latest release August 09, 2022most recent commit 8 months ago
Skillful_nowcasting ⭐ 171
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
dependent packages 1total releases 13latest release January 06, 2022most recent commit 5 months agopypi skillful-nowcasting} Downloads
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