Probabilistic Method in Machine Learning
7 minStatistical methods in machine learning, mainly following from the Mixture Density Network article.
Mixture Density Network (2)
5 minIt's too long, so I'm splitting it into parts.
TensorFlow Basics
5 minDay two of starting to train neural networks.
PyTorch Basics
8 minI never thought I'd start training neural networks one day.
Mixture Density Network (1)
13 minAs mentioned in my previous IOP paper, the mathematical essence of inversion problems is an ill-posed problem. Machine learning and deep learning essentially solve classification and regression problems, and cannot directly solve ill-posed problems. Recently, while reviewing some papers, I finally remembered some things I had read before.
matplotlib xarray basemap h5py conflict
1 minA problem that troubled me for a week.
Ocean Color Environment on Server
4 minPython, SeaDAS&OCSSW, SNAP