Dilshad Raza's repositories
SeismicPro
Seismic data processing with ML and deep learning
seismiqb
Seismic data interpretation with deep learning
PySeis
Pure python seismic data processing
handson-ml3
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.
Predictive_Maintainence_system
The scope of project was to predict machine failures using sensor data and optimized corrective maintenance schedule which can identify the indicators of potential failures in production line and can help to prevent some production stops from happening.
Petrophysics-With-Python
Petrophysics with Python
PythonTraining
Practice for Python, pandas, numpy basics to advance to gian more better understanding of the concepts in programming with python.
Data-Science-with-Python
Name: Dilshad Raza
Satellite_Imagery_Analysis
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
JointInversion_geophy
Collection of scripts to reproduce the results of Astic et al. (2020): forward modelling and joint inversion of potential fields data with petrophysical information (Petrophysically and geologically guided inversion: PGI)
Machine-Learning-Competition-2020
SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis
Dimensionality-reduction-and-classification-on-Hyperspectral-Images-Using-Python
In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.
synthetic_well-log_polynomial_regression
This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured Gamma Ray (GR), Caliper, Resistivity logs and the interpreted porosity from a well.
pyGeoPressure
Pore pressure prediction using seismic velocity and well log data
Seismic.jl
julia0.6 tools to read, write and process seismic data
Classification-of-Hyperspectral-Image
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
tle_fwi
Seismic data full waveform inversion tutorial.
scipy2014-3d_seismic
Data and ipython notebook for my talk at Scipy2014.