pysteps
weather predictor
A Python framework for ensemble prediction and forecast verification in various weather-related fields
Python framework for short-term ensemble prediction systems.
477 stars
17 watching
169 forks
Language: Python
last commit: 11 months ago
Linked from 1 awesome list
advectionensemble-predictionforecast-verificationhydrologynowcastingoptical-flowprecipitationrainfallrainfall-predictionstochastic-processesweatherweather-radar
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 akrherz/pyiem | Python tools and parsers for weather data processing and ingest. | 44 |
 pangeo-data/climpred | Verification and analysis of weather and climate forecasts using Python. | 234 |
 sktime/skpro | A unified framework for probabilistic regression and prediction with Python-based tools. | 250 |
| sktime/pysf | A Python library for supervised forecasting of sequential data | 55 |
 doi-bor/pyforecast | Tools for building predictive models of seasonal water flow and inflow forecasts | 28 |
 pystruct/pystruct | A structured learning and prediction library for Python | 664 |
 microprediction/timemachines | Provides a simple and unified interface to various univariate time-series prediction algorithms | 413 |
 meteostat/meteostat-python | Accesses and analyzes historical weather data from various sources | 445 |
 wizaron/deep-forecast-pytorch | A deep learning-based framework for predicting wind speeds using LSTM networks in PyTorch. | 180 |
 dwilches/cozmoweather | A Python program that retrieves and displays weather forecasts for the next 5 days using AccuWeather's API. | 18 |
 openclimatefix/graph_weather | An implementation of a forecasting model using graph neural networks to predict global weather patterns. | 209 |
 tsutterley/pytmd | Software for predicting ocean tides and related phenomena | 138 |
 meteoswiss/ldcast | A precipitation nowcasting model based on latent diffusion models. | 112 |
 metoppv/improver | A library of algorithms for meteorological post-processing and verification. | 106 |
 snipsco/snips-skill-fakeweather | Generates fake weather forecasts with random dates and locations | 3 |