Zahid Aramai's repositories
PhaseAttrib
Phase attribute that correlates with gamma ray logs to detect depositional sequences
infinite-ajax-scroll
Turn your existing pagination into infinite scrolling pages with ease
segam18
Deep-learning seismic facies on state-of-the-art CNN architectures
digidisc
Digital discovery for geoscientists
PseudoGR
Generate pseudo gamma ray logs from crossplotting acoustic vs shear impedance
HorizonMachineLearning
Machine Learning Horizon Guided attributes for reservoir properties prediction
VTI_AVO
Modeling impact of VTI on AVO
MLattrib
Building ML models for any data set
FaciesClassification-Tensorflow
Machine Learning Algorithm using tensorflow to classify facies from well log data
Salt-Classification
Kaggle Challenge: Machine Learning algorithm using U-Net to classify salt from images of seismic data
BootstrapBayesErrorAnalysis
Any model prediction error analysis using bootstrap and bayesian approaches, then applying correction
PorosityProbabilityfromAI
Computing probabilities from well xplot of porosity vs AI for a segy AI volume generating P10, P50, & P90 segy
SeismicVelocityAnalysis
Fit quadratic functions to seismic velocities for depth conversion with probabilities
DepthConversion
Seismic Depth Conversion using Quadratic Functions
Econstants
Computation of elastic constants and anisotropy from logs
TerraeMotus
Earthquake warning system using recurrent neural networks
Geological-Log-Data-Machine-Learning-with-Python
A geological log data from a well in Kansas, USA is analyzed using Machine Learning (M.L.) techniques in Python. The data is overviewed, cleaned and analyzed for important patterns and relationships with which we found relationships of logs with each other and correlation of types of formations with the logs. Using this, we can eliminate the use of logs which are correlated or have no relative importance to the type of formation when we have prior geological knowledge of the area. Also, predictions of formation type were made successfully once the data is trained with the M.L. algorithms.
aspittel.github.io
Personal Site
animate.css
🍿 A cross-browser library of CSS animations. As easy to use as an easy thing.
LASinfections
Examples of LAS files that have been infected, diseased, broken, and in need of treatment.
give-ipay88-payment-gateway
iPay88 Payment Gateway Plugin for Give Donation Platform
keras_extensions
A collection of small extensions to Keras (RBM, momentum schedule, ..)
rege-minyak
A shell script to parse KPDNKK's web page for Malaysia's weekly fuel price
petrophysics
A python package with useful functions for well log interpretation.
2016-ml-contest
Machine learning contest - October 2016 TLE
sortmatch
A website that uses Glicko2 to run tournaments
How-to-create-your-own-Neutron-Density-Neutron-Sonic-and-Sonic-Density-crossplots
make you own Neutron, Density, Sonic crossplots
fuzzyLAS
Fuzzy search for well log curves and tools
recipes
Well data recipes
Basic-Well-Log-Interpretation
Basic Well Log Interpretation with python, pandas, matplotlib