zhongruiw

SLAMS

SLAMS: Score-based Latent Assimilation in Multimodal Setting

mixture-of-experts-from-scratch

Mixture of Experts from scratch

phd-thesis

Bayesian Learning for Control in Multimodal Dynamical Systems | written in Org-mode

sqgturb

Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model

jedi-docs

JEDI Documentation source

pyqg

Quasigeostrophic model in python

qgs

A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.

bksvd

Fast randomized block Krylov method for the singular value decomposition

irlbpy

Truncated SVD by implicitly restarted Lanczos bidiagonalization for Python Numpy

MCCO-numpy

Exact Matrix Completion via Convex Optimization

Nuclear-Norm-Minimization-

low-rank-matrix-recovery

Experiments with Nuclear Norm Minimization

MatrixCompletionNuclearNormMinimization

Fuzzy_Clustering_Algorithms

Several state-of-the-art fuzzy clustering algorithms, including Fuzzy c-means clustering, fuzzy subspace clustering and maximum entropy clustering algorithms

fuzzy-clustering

Gustafson Kessel & Fuzzy C-Means Implementation

ClusteringDynamical

math714

UW–Madison Math/CS 714 code examples

Fuzzy-DBSCAN

Modifiying DBSCAN clustering algorithm with addition of fuzziness

Spatio-Temporal-DBSCAN

Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example could be GPS trajectories collected using mobile devices.

fuzzy_dbscan

An implementation of the FuzzyDBSCAN algorithm.

scikit-fuzzy

Fuzzy Logic SciKit (Toolkit for SciPy)

Fuzzy-SVM

Based on research papers which discuss Fuzzy concept

FuzzyKNN

Python implementation of "A Fuzzy K-nearest Neighbor Algorithm by J.M Keller, M.R. Grey and J.A. Givens" 📝

SmaAt-UNet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

Data-Assimilation-Fundamentals

This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter estimation

DL4ES

awesome-online-machine-learning

:bookmark_tabs: Online machine learning resources

Super-Resolution-Images

Generating super-resolution images using GANs

lipEstimation