thast

Thibaut Astic's starred repositories

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.028317 323 5197

cs231n.github.io

Public facing notes page

Language:Jupyter NotebookMIT9983 536 112

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

Language:PythonMIT8946 80 614

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Language:Jupyter NotebookMIT4734 84 633

MLE-Flashcards

200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.

GPL-3.01877 31 2

Nintendont

A Wii Homebrew Project to play GC Games on Wii and vWii on Wii U

Language:C1824 124 1081

dask-tutorial

Dask tutorial

Language:Jupyter NotebookBSD-3-Clause1819 90 104

cartopy

Cartopy - a cartographic python library with matplotlib support

Language:PythonBSD-3-Clause1366 55 1230

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

Language:PythonEUPL-1.2920 55 580

homebrew_launcher

WiiU Homebrew Launcher

Language:HTMLGPL-3.0400 59 51

gemgis

Spatial data processing for geomodeling

Language:PythonLGPL-3.0251 19 189

scikit-gstat

Geostatistical variogram estimation expansion in the scipy style

Language:Jupyter NotebookMIT216 16 84

mineral-exploration-machine-learning

List of resources for mineral exploration and machine learning, generally with useful code and examples.

137 80

MachineLearningCourse

My graduate level machine learning course, including student machine learning projects.

Language:Jupyter NotebookMIT62 70

geoapps

Some applications, mostly in Python, using solutions from Mira Geoscience

Language:PythonMIT54 10 50

geobo

Python package for Multi-Objective Bayesian Optimisation and Joint Inversion

Language:PythonAGPL-3.054 6 1

NumDL-CourseNotes

Course notes for graduate-level class on numerical methods for deep learning

Language:TeXGPL-3.049 8 1

geoh5py

Python API for geoh5, an open file format for geoscientific data.

Language:PythonLGPL-3.049 6 36

razorback

An open source python library for magnetotelluric robust processing.

Language:PythonGPL-3.040 9 8

gxpy

Python for Geosoft GX Developer

Language:PythonBSD-2-Clause33 11 106

texmf

Language:TeX25 11 6

GaussianMixMCMC_Metropolis

Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion

Language:MATLABGPL-2.024 10

Deep_1D_velocity

Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach

Language:PythonMIT19 3 1

Astic-2020-JointInversion

Scripts to reproduce the results of Astic et al. (2020): forward and joint inversion of potential fields data with petrophysical information (Petrophysically and geologically guided inversion: PGI)

Language:TypeScriptMIT6 10