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machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

mixture-models

Compare mixtures of Gaussian distributions using likelihood ratios and Bayes Factors.

ml-for-luswe-image-recognition

using transfer learning or CNN to classify interstitial lung disease using ultrasound images obtained from lung ultrasound surface wave elastography

ml-notebooks

:fire: A series of code examples for all sorts of machine learning tasks and applications.

ml-research-made-easy

Link of ML papers to their blogs/ supplementary material

mlgeoscience

Teaching material for ML in Geoscience course

monai

AI Toolkit for Healthcare Imaging

monaibootcamp2020

Material for the 2020 MONAI Bootcamp

movingmnist

Moving MNIST as PyTorch Dataset

neural-networks-and-deep-learning

This is my assignment on Andrew Ng's course “neural networks and deep learning”

oad-data-science-toolkit

The Office of Astronomy for Development's Data Science Toolkit.

phy403

phycrnet

Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs

poster_bessel_optics

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

s2015_course_wksp

sciann-applications

A place to share problems solved with SciANN

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

sciml

Scientific Machine Learning Tutorials

seismology

Teaching material for ErSE 210 Seismology course

sharing_isl_python

An Introduction to Statistical Learning with Applications in PYTHON

smg_learning

REpository for my research code attempting to do machine learning on sonomyographical data from a Verasonics system and Vicon Motion capture system

super_resolution_ultrasound

super resolution reconstruction of ultrasound imaging using GAN and Resnet

surftomocnn-new

Using Deep-Learning to do surface wave tomography

sweptsyntheticaperture

Repository for verasonics SSA acquisition and serial turn table control code.

tsfel

An intuitive library to extract features from time series

tteproccode

Processing Code for TTE ARFI/SWEI Acquisitions

university-of-rochester

Master of Science in Data Science

us-pa_simulation_codes

Repository for ultrasound simulation codes + additional documentation