Pinned Repositories
2016-ml-contest
Machine learning contest - October 2016 TLE
2017-JupyterNotebooksForGeophysics
MSc Geophysics Seminar on developing Jupyter Notebooks for Geophysics
CVPR2021-Paper-Code-Interpretation
cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理
deep-seismic-fav-docs
Papers related to Deep Learning, GANs, applied to seismic
GeoHacker
Mineral_prop-ML
Machine learning techniques to find drill core data properties
ML-DL-Compendium
Machine & Deep Learning Compendium
osv
Automatic fault interpretation with optimal surface voting
Probabilistic-machine-learning
Key words: Bayesian analysis, Probabilistic programming, Data analysis, Bayesian machine learning... Using Python with its library PyMC3, pandas...
Python-GUI-Programming-Cookbook-Second-Edition
Python GUI Programming Cookbook, Second Edition, published by Packt
chandpes's Repositories
chandpes/deep-seismic-fav-docs
Papers related to Deep Learning, GANs, applied to seismic
chandpes/2017-JupyterNotebooksForGeophysics
MSc Geophysics Seminar on developing Jupyter Notebooks for Geophysics
chandpes/5minutesofpython
some python notebooks for fun
chandpes/AEM_ML
Automatic processing of AEM data with ML
chandpes/article_analysis_word2vec
NLP Article Trend Analysis (Oil & Gas)
chandpes/articles
A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci
chandpes/CNN-for-ASI
Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
chandpes/core_features
chandpes/CSM_GP_DIGSIG
A short course in geophysical digital signal processing
chandpes/docs
additional documents like presentations, posters and workshop material
chandpes/experiments
Demos of interesting data science / ml issues
chandpes/facies_classification
chandpes/faultSeg
Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)
chandpes/Fracture-detection
Using neural network to detect fracture patterns, in collaboration with Harold Li, Pierre Gentine, and Jonathan Kingslake
chandpes/GeoStack
A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling
chandpes/Image-Colorization
Automatic Image Colorization using a Convolutional Network (U-Net)
chandpes/machine-learning-implemetation-python
Basic Machine Learning implementation with python
chandpes/MagImage2Geo3D
Predict geological structure parameters and generate 3D geological model from magnetic images using deep learning
chandpes/maldives
Machine learning & data science: tutorials and tools
chandpes/notebooks-7
Collection of notebooks
chandpes/py-bsds500
Python port of the BSDS 500 evaluation suite
chandpes/PythonWorkshop
Programming fundementals with a focus on scientific Python.
chandpes/QGeoloGIS
Migrated to: https://gitlab.com/Oslandia/qgis/QGeoloGIS
chandpes/segyio-notebooks
Notebooks with examples and demos of segyio
chandpes/StatisticalModeling
Statistical modeling and Bayesian modeling by PyMC3, Stan and TensorFlow Probability
chandpes/UNET-TGS
Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle
chandpes/UNet-Version
chandpes/UNSW-Mathematical-Biology
NGlyAlign
chandpes/Well-logging-data-synthesis
Using ML techniques to predict compressional travel-time (DTC)
chandpes/YOLO-object-detection-with-OpenCV
Object detection using YOLO object detector