Nataly Chacon-Buitrago's starred repositories
tensorboard
TensorFlow's Visualization Toolkit
modulus-sym
Framework providing pythonic APIs, algorithms and utilities to be used with Modulus core to physics inform model training as well as higher level abstraction for domain experts
meandergraph
a graph-based approach to describing meanders and point bars
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
awesome-metric-learning
😎 A curated list of awesome practical Metric Learning and its applications
metric-learn
Metric learning algorithms in Python
facies_classification_benchmark
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (accepted for publication in the SEG Interpretation Journal, May 2019).
breast-cancer-retrieval
CNN Based Autoencoder Application in Breast Cancer Image Retrieval 🔬
benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
PyTorch-Image-Retrieval
A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).
Image-Retrieval-using-Autoencoders
Image Retrieval using Autoencoders
Unsupervised-Image-Retrieval
Implementation in Keras of unsupervised image retrieval with the use of autoencoders
deeplearning-models
A collection of various deep learning architectures, models, and tips
awesome-open-geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
InfoGAN-PyTorch
PyTorch Implementation of InfoGAN
gan-image-similarity
InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.
gans-awesome-applications
Curated list of awesome GAN applications and demo
stratigraph
A set of tools for visualizing stratigraphic models
coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Stanford-VI-E
Data for the synthetic reservoir Stanford VI including EM modeling
PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
transform2021
Tutorial for creating seismic synthetics using GemPy and Devito
SeismicFoundationModel
Seismic Foundation Model
cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
GeostatsPy
GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) from Fortran to Python, Geostatistics in a Python package. Now with many additional methods. I hope this resources is helpful, Prof. Michael Pyrcz