gongjunling

gongjunling's Stars

• mintisan/awesome-kan

  A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

  2.3k219

• jackliaoall/data_tangyudi

  唐宇迪 資料收集

  Language:Jupyter Notebook356120

• tangyudi/Ai-Learn

  人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

  9.6k2.2k

• a2ray/transD_AEM

  Language:MATLAB5

• GeoscienceAustralia/rjmcmcmt

  Reversible jump Markov Chain Monte Carlo inversion of magnetotelluric data

  Language:C++236

• GeoscienceAustralia/ga-aem

  Modelling and Inversion of Airborne Electromagnetic (AEM) Data in 1D

  Language:C++3221

• MingchaoZhu/DeepLearning

  Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

  Language:Python6.4k1.3k

• bat67/awesome-ai-books-and-code

  整理的一些书籍和源码，集合到一起，要看或者有需要的时候就不用再找了🙃

  Language:Jupyter Notebook174

• ljpzzz/machinelearning

  My blogs and code for machine learning. http://cnblogs.com/pinard

  Language:Jupyter Notebook8.3k3.7k

• maziarraissi/PINNs

  Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

  Language:Python3.7k1.3k

• gimli-org/transform2022

  Repository for installation routines and Jupyter Notebooks for talk on Transform 2022

  Language:Jupyter Notebook66

• rhezazz/2D-Gravity-Forward-Modelling

  Reference : Last, B.J. and Kubik, K. (1983) Compact Gravity Inversion. Geophysics, 48, 713-721.http://dx.doi.org/10.1190/1.1441501

  Language:MATLAB6

• zhongpenggeo/MT_PDM

  surrogate model of MT forward modeling using the DNN

  Language:Jupyter Notebook71

• lingweiwei/MT1D_ResNet1D-8

  Using deep learning techniques for one-dimensional magnetotelluric inversion

  Language:MATLAB7

• tsyw/MachineLearningNotes

  My personal notes

  1.6k416

• msru/SIP

  It is all about Uncertainty Quantification of 2.5D Spectral Induced Polarization Inversion in a Bayesian Framework.

  Language:Python1

• KanchanSatpute/Statistical-Computations

  Aspects of numerical analysis in the field of data science (matrix inversion, splines, function optimization, bayesian statistics, MCMC, etc)

  Language:Jupyter Notebook11

• MohmmedIshag/Induction-log-Resistivity-inversion

  inversion resistivity using Levenberg Marquardt and Bayesian algorithm

  Language:MATLAB2

• andika-ba/FFM_MCMC_SA_Bayesian_Inversion

  MATLAB codes to obtain the best fit parameters (through MCMC Simulated Annealing) and the posterior distributions of FFM parameters (through Bayesian Inversion)

  Language:MATLAB2

• Romina-glab/RJMCMC

  Trans-d CSEM Bayesian inversion

  Language:Fortran1

• zfaghih/RJMCMC

  Trans-dimensional CSEM Bayesian inversion

  Language:Fortran21

• emadghalenoei/Nearest_Interpolation_Alpha_Shape

  This python script applies joint gravity and magnetic inversion using Nearest Interpolation and Alpha Shape. This method is fully represented in our research paper published at Inverse Problem Journal. The link of paper will be added soon.

  Language:Python61

• CUG-EMI/TransdEM

  A Julia software package for transdimensional Bayesian inversion of electromagnetic data over horizontally stratified media

  Language:Fortran83

• fmagrini/bayes-bay

  Generalised Bayesian inversion framework

  Language:Python152

• GeoscienceAustralia/HiQGA.jl

  High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion framework for various geophysical methods and spatially distributed / timeseries data

  Language:Julia385

• jmcmahan/LinVer-Matlab

  Matlab-based linear regression framework for verification of Bayesian inversion code

  Language:Matlab58

• WenDesi/lihang_book_algorithm

  致力于将李航博士《统计学习方法》一书中所有算法实现一遍

  Language:Python5.7k2k

• wzyonggege/statistical-learning-method

  《统计学习方法》笔记-基于Python算法实现

  Language:Jupyter Notebook2k670

• fuqiuai/lihang_algorithms

  用python和sklearn两种方法实现李航《统计学习方法》中的算法

  Language:Python333231

• Dod-o/Statistical-Learning-Method_Code

  手写实现李航《统计学习方法》书中全部算法

  Language:Python11k2.9k