Shobhit Mishra's repositories
Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
Astic-2020-JointInversion
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)
inversion
This contains
pinn_wave
Physics Informed Neural Network (PINN) for the wave equation.
GeneticAlgorithmsWithPython
source code from the book Genetic Algorithms with Python by Clinton Sheppard
CNN_gravity_inversion_com-geo
CNN_gravity inversion
GeostatisticsLessonsNotebooks
These are python notebooks accompanying Lessons available at GeostatisticsLessons.com
2017-JupyterNotebooksForGeophysics
MSc Geophysics Seminar on developing Jupyter Notebooks for Geophysics
TOMO2D_2_TOY2DAC
A collection of Python algoritms to format seismic data for traveltime tomography in TOMO2D and full-waveform inversion in TOY2DAC
ERINN
Electrical resistivity imaging based on deep learning
Course_ML_for_Exploration_Geophysics
Repository for the 2020 short course on Machine Learning for Exploration Geophysics
numerical-methods-python
Numerical methods implementation in Python 3.
SeismicPro
Seismic data processing with ML and deep learning
AVO-Plot-Screening-using-ML
AVO plot screening using machine learning. Correlate each other AVO respon from multiple CMP point
IITB_FORMAT
LaTeX Class file and sample template for IIT Bombay Thesis/Project reports
ERTplot
Script to plot 2D electrical resistivity tomography (ERT) data with much more versatility than RES2DINV allows.
Guide-to-Scientific-Computing-in-C-Plus-Plus
C++ implementation of examples
Capstone-Pre-Stack-Inversion-Unconventional
Capstone from my MSc. Pre-stack inversion.
fuzzy-c-means
Fuzzy c-means Clustering
Deep-Learning-Applied-To-Seismic-Data
Seismic data interpolation. C++ implementation.
electrical-forward-and-inverse
Research and development notebooks
computational_seismology
Jupyter notebooks. Suplementary material for the book Computational Seismology, A Practical Introduction - Heiner Igel
menke-geophysical_data_analysis
iPython notebook transcription/translation(s) by chapter of William Menke's "Geophysical Data Analysis: Discrete Inverse Theory"