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中文版-A playbook for systematically maximizing the performance of deep learning models.
[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
This Jupyter Notebook has been developed based on "A Beginner's Python Tutorial" by Steven Thurlow. The original material has been ported to Python 3.
An official implementation of Pangu-Weather
A playbook for systematically maximizing the performance of deep learning models.
A list of Precipitation Nowcasting papers and related resources.
A user-friendly python package for computing and plotting machine learning explainability output.
Statistical climate downscaling in Python
Python library for radar-based precipitation nowcasting based on optical flow techniques
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Pytorch🍊🍉 is delicious, just eat it! 😋😋
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
Pangeo website + discussion of general issues related to the project.
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
My own study notes about artificial intelligence technology