DavidDataScientist
Machine Learning and Data Science Evangelist, HPC Cloud Specialist, Founder and Innervator
Pinned Repositories
albumentations
fast image augmentation library and easy to use wrapper around other libraries
Awesome-Edge-Detection-Papers
:books: A collection of edge/contour/boundary detection papers and toolbox.
awesome-open-geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
CNN-for-ASI
Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
CNNforFaultInterpretation
Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset
cudamat
Python module for performing basic dense linear algebra computations on the GPU using CUDA.
deep-learning-model-convertor
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
deepnet
Implementation of some deep learning algorithms.
deocclusion
Code for our CVPR 2020 work.
DavidDataScientist's Repositories
DavidDataScientist/albumentations
fast image augmentation library and easy to use wrapper around other libraries
DavidDataScientist/Awesome-Edge-Detection-Papers
:books: A collection of edge/contour/boundary detection papers and toolbox.
DavidDataScientist/awesome-open-geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
DavidDataScientist/Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
DavidDataScientist/CNN-for-ASI
Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
DavidDataScientist/CNNforFaultInterpretation
Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset
DavidDataScientist/cudamat
Python module for performing basic dense linear algebra computations on the GPU using CUDA.
DavidDataScientist/deep-learning-model-convertor
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
DavidDataScientist/deepnet
Implementation of some deep learning algorithms.
DavidDataScientist/deocclusion
Code for our CVPR 2020 work.
DavidDataScientist/early-stopping-pytorch
Early stopping for PyTorch
DavidDataScientist/faultSeg
Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)
DavidDataScientist/gym
A toolkit for developing and comparing reinforcement learning algorithms.
DavidDataScientist/ipf
Seismic image processing for geologic faults
DavidDataScientist/jsearch
DavidDataScientist/jsonp
Jakarta JSON Processing
DavidDataScientist/keras-snapshot_ensembles
Implementation in Keras of: Snapshot Ensembles: Train 1, get M for free (https://arxiv.org/abs/1704.00109)
DavidDataScientist/log4j-scan
A fully automated, accurate, and extensive scanner for finding log4j RCE CVE-2021-44228
DavidDataScientist/LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)
DavidDataScientist/MalenoV
Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks
DavidDataScientist/models
Models and examples built with TensorFlow
DavidDataScientist/PRMLT
Matlab code for machine learning algorithms in book PRML
DavidDataScientist/pytorch-MNIST-CelebA-cGAN-cDCGAN
Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset
DavidDataScientist/pytorch-tvmisc
Totally Versatile Miscellanea for Pytorch
DavidDataScientist/RCF-pytorch
Richer Convolutional Features for Edge Detection model in pytorch CVPR2017
DavidDataScientist/s2cnn
Spherical CNNs
DavidDataScientist/SFD-CNN-TL
Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data -- Authors: Augusto Cunha, Axelle Pochet, Helio Lopes, Marcelo Gattass
DavidDataScientist/Snapshot-Ensembles
Snapshot Ensemble in Keras
DavidDataScientist/tensorflow
An Open Source Machine Learning Framework for Everyone