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Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
This project is for the paper "TEMDnet: A Novel Deep Denoising Network for Transient Electromagnetic Signal with Signal-to-Image Transformation"
This project is for the paper, TEM-NLnet: A Deep Denoising Network for Transient Electromagnetic Signal with Noise Learning
Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.
Basic genetic algorithm code written in Fortran for multi-objective optimization.
MATLAB Tool for Multi-Objective Optimization
Evolutionary multi-objective optimization platform
Application of Multi-objective Optimization Algorithm in Cluster Task Scheduling Problem
MUPOD: MUlti-objective Precision Optimization of Deep Neural Networks
Multi-objective Simulated Annealing for Hyper-parameter Optimization in Convolutional Neural Networks
Source code for the paper titled "Multi-Objective Optimization for Sparse Deep Multi-Task Learning"
FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks
MONN: a Multi-Objective Neural Network for Predicting Pairwise Non-Covalent Interactions and Binding Affinities between Compounds and Proteins
Data set | Geoelectrical and transient electromagnetic surveys at Viveros de Netzahualcóyotl in Xochimilco, Mexico City, Mexico
This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed generative adversarial network
It may be time to improve the neuron of artificial neural network (IEEE preprints-IEEE preprints ranking （TechRxiv）: Top 1 in yearly popularity-You should cite it.): https://doi.org/10.36227/techrx…
Gang transform（CR-PNN）:Renamed "DD".New ArXiv and code: https://github.com/liugang1234567/Gang-neuron. B站视频讲解：https://www.bilibili.com/video/BV1zp4y1971R/
A 3D finite-difference transient electromagnetic modeling open-source software, with a MATLAB version, a Fortran version and a Python version.
Matlab stuff for Direct Current modelling and inversion including link to pyGIMLi
基于PaddlePaddle的土壤某物质含量高光谱反演
Course Exercise: 1D magnetotelluric (MT) Neural Network inversion
Examples of 1D and 2D inversions for Geoscience Without Border Projects at Myanmar
Toy Occam inversion code for 1D MT (Magnetotellurics) method in Matlab
Calculate Tikhonov-regularized, Gauss-Newton nonlinear iterated inversion to solve the damped nonlinear least squares problem (Matlab code).
Combined parametric and smooth ERT inversion