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advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

ai_ml_seismic_log

This is for AI prediction using seismic attributes

alphatensor

automation-with-python

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

examples

Example deep learning projects that use wandb's features.

examples-1

Examples using COFII, the Chevron Optimization Framework for Imaging and Inversion.

explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

facies-classification-machine-learning

finance_moving_ave_strategy

force-2020-machine-learning-competition

the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hyper-parameter_optimization

Automate hyper-parameters tuning for NNs (learning rate, number of dense layers and nodes and activation function)

las_pandas

lithology_prediction_deep_learning

In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction

mlfromscratch

Machine Learning algorithm implementations from scratch.

multi-class-with-imbalanced-dataset-classification

Multi-class with imbalanced dataset classification

petrophysics-python-series

A series of Jupyter notebooks showing how to load well log and petrophysical data in python.

practical_ml_tutorial_facies_examp

python-deepdive

Python Deep Dive Course - Accompanying Materials

seistrov

Open Seismic Viewer with PyQt5 GUI with PyVista + Matplotlib Library

sprint_march_2018

synthetic_seismic_outcrop

synthetic_seismogram

web_app_ml_log_streamlit

This is for data web app , log prediction using ML

welly

Well handling