14 results found Sort:

pySTEPS
pysteps pySTEPS
168
469
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
1,490 commits to master branch, last one 6 days ago
microprediction
microprediction microprediction
60
335
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
2,248 commits to master branch, last one 19 hours ago
openclimatefix
skillful_nowcasting openclimatefix
59
221
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
263 commits to main branch, last one a day ago
jaychempan
Awesome-LWMs jaychempan
21
168
mit
9
🌍 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
108 commits to main branch, last one 2 days ago
tyui592
awesome-precipitation-nowcasting tyui592
20
129
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
66 commits to master branch, last one about a month 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
16
103
mit
1
Front End repo for the Nowcasting project.
nowcasting
Created 2020-12-15
1,110 commits to main branch, last one 7 days 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 8 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
59
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 6 months ago
epinowcast
epinowcast epinowcast
21
58
other
6
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 about a month 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
29
41
mit
2
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
gis python eumetsat nowcasting satellite-imagery
Created 2020-11-02
1,400 commits to main branch, last one 13 days ago