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Source repo for Earth and Environmental Data Science book
Machine learning in Python with scikit-learn MOOC
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
http://cranmer.github.io/stats-ds-book
📚 List of awesome university courses to learn Plasma Physics and Fusion!
Wrapper for geopack-08 used for the Tsyganenko magnetic field models
The SMARP data includes images of active regions, together with metadata keywords that describe their characteristics, taken by the ESA/NASA Solar and Heliospheric Observatory
MagPy (or GeomagPy) is a Python package for analysing and displaying geomagnetic data.
Domain-agnostic Outlier Ranking Algorithms (DORA) - SMD cross-divisional use case demonstration of AI/ML
Python package for reading and cleaning ground-based magnetometer data from various arrays.
MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.
Automated detection code for solar active region and coronal holes on EU images.
Source code to reproduce coronal holes segmentation model.
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search sc…
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, …
A PyTorch implementation of PointRend: Image Segmentation as Rendering