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Official GitHub repository for MRST - the MATLAB Reservoir Simulation Toolbox
A library for scientific machine learning and physics-informed learning
Python implementation of the capacitance resistance model
A Python library for working with Reservoir Simulators
Various reservoir datasets, including Volve and PUNQS3
A wrapper to run MATLAB Reservoir Simulation Toolbox (MRST) in Python
This repository contains Matlab code and description for generating an initial ensemble for the Norne model.
A collection of Deep Learning projects and resources
Must-read papers on graph neural networks (GNN)
研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT
图神经网络、图卷积网络、图注意力网络、图自编码网络、时空图神经网络等论文合集。
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting
LibCity: An Open Library for Urban Spatial-temporal Data Mining
[IJCAI'18] Spatio-Temporal Graph Convolutional Networks
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Platform for designing and evaluating Graph Neural Networks (GNN)
Graph Neural Networks with Keras and Tensorflow 2.
Practice your pandas skills!
Toolbox for Bayesian Optimization and Model-Based Optimization in R
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法…
Notebooks and code for the book "Introduction to Machine Learning with Python"
Official Python library for the DeepL language translation API.
现在做在线学习和CTR常常会用到逻辑回归（ Logistic Regression），而传统的批量（batch）算法无法有效地处理超大规模的数据集和在线数据流，google先后三年时间（2010年-2013年）从理论研究到实际工程化实现的FTRL（Follow-the-regularized-Leader）算法，在处理诸如逻辑回归之类的带非光滑正则化项（例如1范数，做模型复杂度控制和稀疏化）…