Flava's repositories
field-delineation
Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.
sentinel2-cloud-detector
Sentinel Hub Cloud Detector for Sentinel-2 images in Python
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.
Web-Dev-For-Beginners
24 Lessons, 12 Weeks, Get Started as a Web Developer
ML-For-Beginners
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
python-bootcamp-for-geoengineers
Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US
yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
formation-evaluation
Python utility for formation evaluation and petrophysical analysis support
in-bruges
A walking tour of bruges
awesome-earthobservation-code
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
bruges
Geophysics library with various helpful functions
GeoReVi
Geological Reservoir Virtualization
welly
Well handling
berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
Structural-Gravity
R codes to "An Advanced Guide to Trade Policy Analysis: The Structural Gravity Model"
striplog
Lithology and stratigraphic logs for wells or outcrop.
freqbot
Skunkworks flask app for random geophysics stuff
course20
Deep Learning for Coders, 2020, the website
fastai
The fastai deep learning library
fastbook
The fastai book, published as Jupyter Notebooks
Synthetic-Sonic
Generating synthetic DT log
Altair-used-to-Select-Samples-from-Poro-Perm-Cross-Plot-to-Display-the-respective-Pc-Curves
We are using Altair to Select Samples from a Poro-Perm Cross Plot and the respective Pc Curves or other data are then shown for the selected samples
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Well-Log-Data-Availability
To check log data availability in a LAS file
las_explorer
LAS Explorer is a Streamlit web app that allows you to understand the contents of a LAS file. Also includes the ability to identify missing data intervals.
Satellite_Imagery_Python
Sample sample scripts and notebooks on processing satellite imagery
xlines
X lines of Python
PhazeOpt
PhazeOpt is a set of tools for Reservoir Fluid Characterization.