14 results found Sort:

pySTEPS
pysteps pySTEPS
169
477
bsd-3-clause
17
Python framework for short-term ensemble prediction systems.
weather rainfall advection hydrology nowcasting optical-flow precipitation weather-radar ensemble-prediction rainfall-prediction stochastic-processes forecast-verification
Created 2018-07-09
1,492 commits to master branch, last one 17 days ago
microprediction
microprediction microprediction
61
337
unknown
15
If you can measure it, consider it predicted
keras tsfresh tslearn filterpy hmmlearn pmdarima fbprophet nowcasting timeseries time-series kalman-filter timeseries-data online-algorithms timeseries-analysis timeseries-database timeseries-clustering timeseries-prediction timeseries-forecasting
Created 2020-02-20
2,277 commits to master branch, last one 5 days ago
openclimatefix
skillful_nowcasting openclimatefix
59
224
mit
5
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
gan pytorch nowcasting nowcasting-models pytorch-lightning pytorch-implementation nowcasting-precipitation
Created 2021-09-02
268 commits to main branch, last one 27 days ago
jaychempan
Awesome-LWMs jaychempan
26
184
mit
11
🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
weather nowcasting meteorology ai-for-earth oceanography ai-for-science ocean-modelling atmosphere-model foundation-model weather-forecast large-weather-models
Created 2023-12-07
118 commits to main branch, last one 10 days ago
tyui592
awesome-precipitation-nowcasting tyui592
22
134
unknown
5
A list of Precipitation Nowcasting papers and related resources.
nowcasting awesome-list deep-learning machine-learning weather-forecast precipitation-nowcasting
Created 2022-05-13
67 commits to master branch, last one 5 days ago
MajesticKhan
Nowcasting-Python MajesticKhan
36
119
bsd-3-clause
4
Python Nowcasting
dfm forecast economics nowcasting macroeconomics python-nowcasting federal-reserve-bank
Created 2020-04-30
17 commits to master branch, last one 3 years ago
openclimatefix
quartz-frontend openclimatefix
17
103
mit
1
Front End repo for the Nowcasting project.
nowcasting
Created 2020-12-15
1,110 commits to main branch, last one about a month ago
dream-faster
fold dream-faster
6
101
other
2
🪁 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. This ...
python adaptive online-ml nowcasting backtesting forecasting time-series deep-learning machine-learning online-machine-learning time-series-forecasting financial-machine-learning time-series-classification time-series-cross-validation
Created 2022-12-16
453 commits to main branch, last one 9 months ago
openclimatefix
satflow openclimatefix
10
61
mit
5
Satellite Optical Flow with machine learning models
nowcasting
This repository has been archived (exclude archived)
Created 2021-06-03
511 commits to main branch, last one 2 years ago
dhopp1
nowcast_lstm dhopp1
10
60
mit
4
LSTM neural networks for nowcasting economic data.
pytorch nowcasting forecasting deep-learning neural-networks machine-learning
Created 2020-11-15
90 commits to main branch, last one 7 months ago
epinowcast
epinowcast epinowcast
21
58
other
5
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.
stan cmdstanr nowcasting epidemiology outbreak-analysis pandemic-preparedness infectious-disease-surveillance real-time-infectious-disease-modelling effective-reproduction-number-estimation
Created 2021-10-29
943 commits to main branch, last one 2 months ago
openclimatefix
predict_pv_yield openclimatefix
11
52
mit
5
Using optical flow & machine learning to predict PV yield
nowcasting
This repository has been archived (exclude archived)
Created 2020-09-30
379 commits to main branch, last one 2 years ago
iarai
weather4cast iarai
17
45
unknown
8
Code accompanying our IARAI Weather4cast Challenge
dataset benchmark nowcasting competition temperature deep-learning precipitation machine-learning video-prediction weather-forecast satellite-imagery transfer-learning
Created 2021-04-01
9 commits to master branch, last one 2 years ago
openclimatefix
Satip openclimatefix
30
40
mit
2
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
gis python eumetsat nowcasting satellite-imagery
Created 2020-11-02
1,424 commits to main branch, last one 5 days ago