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Starred repositories
Tactical Asset Allocation Advisor using Deep Learning
ConceptAttention: A method for interpreting multi-modal diffusion transformers.
Interactive visualizations of the geometric intuition behind diffusion models.
Python SI units library: your 'daily driver' for calculations.
Python library for converting Python calculations into rendered latex.
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
Utility for calculating elastic properties of petroleum fields
Deepness is a remote sensing plugin that enables deep learning inference in QGIS
Webviz-config plugins for subsurface data.
Open-source demos hosted on Dash Gallery
Notebooks with examples and demos of segyio
Ray tracing algorithm for one-way travel-time calculation in passive seismic or microseismic applications. Written in Python3.
Tools for training and using unsupervised autoencoders and supervised deep learning classifiers for hyperspectral data.
Linear feature extraction from aerial and geological images.
Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch
Keras implementations of Generative Adversarial Networks.
Source code to run the algorithms presented in the paper titled "Semi-supervised Gated Recurrent Neural Networks for Robotic Terrain Classification"
A DEMO for "Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification" (Xue et al., TGRS, 2021)
Deep learning toolbox based on PyTorch for hyperspectral data classification.
[JBHI] Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
biodivMapR: an R package for α- and β-diversity mapping using remotely-sensed images