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100-days-of-ml-code

100-Days-Of-ML-Code中文版

academic-drawing

Providing codes (including Matlab and Python) for presenting experiment results.

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

asdf-library

Adaptable Seismic Data Format

awesome-gnss

A collection of awesome GNSS/RNSS related sources, tools, data, MOOC's course, etc.

bayes-for-hackers

el notebook de Cameron Davidson Pilon que es un cookbook de Bayes para Python

bayes-hier

MATLAB MCMC for Bayesian hierarchical inversion

bttt-matlab_gnss

calc_sensitivity

Calculate sensitivity from mineos codes

chapter_9_and_10_problems

cig_backend

CIG Backend Code

cnn-inversion

Deep autoregressive neural networks for high-dimensional inverse problems

cnn_vti_inversion

Determination of the elastic parameters of a VTI medium from sonic logging data using deep learning

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearning-with-tensorflow-notes

龙曲良《TensorFlow深度学习》学习笔记及代码，采用TensorFlow2.0.0版本

deepunderstandingofdeeplearning

Python code accompanying the course "A deep understanding of deep learning (with Python intro)"

deformations-matlab

Matlab/Octave codes for analytical deformation models

direct_aniso_inversion

Direct inversion of Rayleigh wave dispersion data for azimuthal anisotropy based on ray tracing

diskload

MATLAB function to compute the elastic response to a disk load

dsmnet

Deep learning seismic waveform inversion using pydsm

earth_tides

Scripts used to examine time series groundwater level data, including barometric efficiency calculations.

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

flexinv

Set of legacy Fortran routines and python wrappers to create global tomographic images of the Earth's mantle as of Auer et al. (2014)

fortran2018-examples

Easy examples of scientific computing with modern, powerful, easy Fortran 2018 standard

freedrift_inverse_submit

Files for freedrift inverse submission

gaussian_mixture_model

GMM算法，EM算法，聚类

gempy

ginan

The Australian Government, through Positioning Australia (part of Geoscience Australia), is funding the design, development and operational service of a Global Navigation Satellite System (GNSS) position correction system - the Ginan service and toolkit. The application of the Ginan correction service by a GNSS device has the potential to increase positioning accuracy from meters to centimetres across Australia. The suite of software systems in this repository (the Ginan toolkit) will be used to create the service. It is available now under an open source licence. Ginan will give individuals and organisations no-cost access to the Ginan software and service as a public good.