Experimental wheels for Python for Windows on ARM64

Geospatial library wheels for Python on Windows

Google Research

This is a radar echo extrapolation model, which can improve the accuracy of rainfall prediction.

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

Scalable and user friendly neural 🧠 forecasting algorithms.

Hail detection and size retrievals using Python3.5+ and the Py-ART toolkit

Pythonic multiple doppler code based off the 3D variational technique

Official implementation of Earthformer

Source code for ClimateLearn

Atmospheric moisture tracking

A win32 txt file reader

This project contains some interesting image processing algorithms that were wrote in python and c++ from scratch.

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

ML models and internal tensors 3D visualizer

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting (WRF-ARW) Model.

Sounding/Hodograph Analysis and Research Program in Python

Machine learning, in numpy

PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"

climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge

Parse and read ctl and associated binary file commonly used by GrADS into xarray

CNN for climate forecast

Code for working with the SEVIR weather dataset

MeteoInfo: GIS, scientific computation and visualization environment.

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.