Greveley's repositories
AutoEncoderImageDenoise
Using convolutional autoencoders to remove random noise from seismic data.
FourierVisualisation
Novel visualisation of how a Fourier Series approximates a square wave.
SeismicPro
Seismic data processing with ML and deep learning
DeepDownscaling
Deep learning approaches for statistical downscaling in climate
DenseNet
Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).
fft-conv-pytorch
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
MLProjects
A collection of mini-projects I'm doing to learn methods and techniques in ML/data science.
Raycasting
Pygame implementation of raycasting
reproducible-image-denoising-state-of-the-art
Collection of popular and reproducible image denoising works.
SuperstoreSalesPrediction
Using conventional and deep learning techniques on time series data predict superstore sales.
Deep-learning-books
Books for machine learning, deep learning, math, NLP, CV, RL, etc
geocomp-1day
Geocomputing notebooks for 1 day course
Keras_LSTM_Diagram
Understanding Keras Recurrent Nets' structure and data flow (mainly LSTM) in a single diagram.
ML-and-DS-Geoscience-Papers
A collection of published papers, abstracts, and introductory articles of Machine Learning and Data Science related to applications on Geoscience and Hydrocarbon exploration.
NN_Practice
Perceptron models to classify points in 2D space
structured_N2V
Code for StructN2V method and experiments