Jesper Dramsch (@JesperDramsch)

Top repositories

1

seismic-transfer-learning

Deep-learning seismic facies on state-of-the-art CNN architectures
Jupyter Notebook
77
star
2

ml.recipes

Increase citations, ease review & collaboration A collection of "easy wins" to make machine learning in research reproducible. This tutorial focuses on basics that work. Getting you 90% of the way to top-tier reproducibility.
HTML
70
star
3

70-Years-of-Machine-Learning-in-Geoscience-in-Review

Code to recreate the tutorial and figures in the book chapter.
HTML
33
star
4

data-science-gui.de

Skillshare Data Science and Business Analytics in Python
Jupyter Notebook
31
star
5

Complex-CNN-Seismic

Code accompanying the paper "Complex-valued neural networks for machine learning on non-stationary physical data".
Python
28
star
6

4D-seismic-neural-inversion

Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion
Jupyter Notebook
25
star
7

COmig

Common Offset Migration using Kirchhoff depth
MATLAB
14
star
8

kaggle-notebooks

A place to store my kaggle notebook contributions [All-Time Top 81]
Jupyter Notebook
9
star
9

advent-of-code

My solutions for the Advent of Code
Jupyter Notebook
6
star
10

kdbneo2

6
star
11

embedding

High Dimensions to 2D and back
Lasso
5
star
12

backscatter-sem-segmentation

Gaussian Mixture Models for Robust Unsupervised Scanning-Electron Microscopy Image Segmentation of North Sea Chalk
HTML
4
star
13

Fully-Connected-Neural-Network

MATLAB
4
star
14

recursive_notch

Recursive Notch Filter
MATLAB
3
star
15

Traptris

Python
3
star
16

Steam-Account-Fast-Switch

Switch to a different steam account quickly
Shell
2
star
17

userscripts

Custom Userscripts for Tampermonkey
JavaScript
1
star
18

windowing-seismic-for-deep-learning

Information Theory Considerations in Patch-based Training of Deep Neural Networks on Seismic Time-Series
HTML
1
star
19

Ars-Geophysica

Jupyter Notebook
1
star