zdawg87

zdawg87's Stars

• TheAlgorithms/Python

  All Algorithms implemented in Python

  Language:Python195k5.9k1.5k45.8k

• mli/paper-reading

  深度学习经典、新论文逐段精读

  27.3k72902.5k

• Visualize-ML/Book4_Power-of-Matrix

  Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

  Language:Python8.9k761621.3k

• maziarraissi/PINNs

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

  Language:Python4k121551.3k

• MLNLP-World/DeepLearning-MuLi-Notes

  Notes about courses Dive into Deep Learning by Mu Li

  Language:Jupyter Notebook3.4k383548

• hugo2046/QuantsPlaybook

  量化研究-券商金工研报复现

  Language:Jupyter Notebook2.8k866777

• PacktPublishing/The-Kaggle-Book

  Code Repository for The Kaggle Book, Published by Packt Publishing

  Language:Jupyter Notebook2.2k354455

• michaelgutmann/ml-pen-and-paper-exercises

  Pen and paper exercises in machine learning

  Language:TeX1.9k313141

• pavlin-policar/openTSNE

  Extensible, parallel implementations of t-SNE

  Language:Python1.5k22138165

• GeostatsGuy/GeostatsPy

  GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) from Fortran to Python, Geostatistics in a Python package. Now with many additional methods. I hope this resources is helpful, Prof. Michael Pyrcz

  Language:Jupyter Notebook5124219186

• yoninazarathy/MathematicalEngineeringDeepLearning

  Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org

  Language:HTML43221074

• AllenDowney/BayesMadeSimple

  Code for a tutorial on Bayesian Statistics by Allen Downey.

  Language:Jupyter Notebook345198209

• kinverarity1/lasio

  Python library for reading and writing well data using Log ASCII Standard (LAS) files

  Language:Lasso34433277151

• agilescientific/welly

  Welly helps with well loading, wireline logs, log quality, data science

  Language:Python31641191133

• seg/2016-ml-contest

  Machine learning contest - October 2016 TLE

  Language:Jupyter Notebook1893230268

• YangFangShu/FCNVMB-Deep-learning-based-seismic-velocity-model-building

  Deep-learning inversion: A next-generation seismic velocity model building method

  Language:Python1759751

• aadm/geophysical_notes

  Collection of geophysical notes in the form of IPython/Jupyter notebooks.

  Language:Jupyter Notebook15426276

• mitmath/18065

  18.065/18.0651: Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

  Language:Jupyter Notebook1415132

• yalaudah/facies_classification_benchmark

  The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

  Language:Python117131064

• seismicreservoirmodeling/SeReMpy

  Seismic Reservoir Modeling Python package

  Language:Python884238

• vishaldas/CNN_based_impedance_inversion

  Convolutional neural network for seismic impedance inversion

  Language:Jupyter Notebook664321

• brendonhall/facies_classification

  Language:Jupyter Notebook557444

• sconten/rppy

  A rock physics library for Python

  Language:Jupyter Notebook4282815

• seismicreservoirmodeling/SeReM

  Seismic Reservoir Modeling package

  Language:MATLAB412017

• vishaldas/CNN_based_petrophysical_inversion

  Neural network based petrophysical property inversion

  Language:Jupyter Notebook342115

• StanfordRockPhysics/The-Rock-Physics-Handbook-3rd-Edition

  Website for Rock Physics Handbook 3rd edition

  Language:MATLAB324015

• mwdunham/ssGMM

  A Python code for semi-supervised Gaussian mixture models (ssGMM)

  Language:Jupyter Notebook15202

• NanzheWang/Upscaling-based-on-TgCNN

  Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder

  Language:Python12114

• StanfordRockPhysics/CNN_based_petrophysical_inversion

  Neural network based petrophysical property inversion

  Language:Jupyter Notebook12103

• SCRFpublic/PyNoddyInversion

  Repository to accompany PyNoddy that includes inversion code

  Language:HTML3002