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gari

This work introduces a simple project called GARI (Genetic Algorithm for Reproducing Images). GARI reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

groundhog

Library for implementing RNNs with Theano

hands-on-data-analysis-with-pandas-2nd-edition

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

har-keras-cnn

heartbeat-segmentation-and-alignment

hpcc-community-workshops

ECL course material for community workshops

ibeat_project

ECG segmentation based on arrhythmia labels; PPG wavelet transforms; arrhythmia prediction from PPG

idr0042-nirschl-wsideeplearning

Metadata files for the idr0042 submission

ijulia.jl

Julia kernel for Jupyter

imaging-time-series-to-improve-classification-and-imputation

Python 3.6+ (only)

intro-data-analysis-workshop

introduction-to-interpretability-in-ml

introtodeeplearning_labs

Lab Materials for MIT 6.S191: Introduction to Deep Learning

k-nearest-neighbors-with-dynamic-time-warping

Python implementation of KNN and DTW classification algorithm

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-gradcam

Keras implementation of GradCAM.

keras-tcn

Keras Temporal Convolutional Network.

khiva

An open-source library of algorithms to analyse time series in GPU and CPU.

khiva-matlab

Matlab binding for Khiva library.

khiva-python

Python binding for Khiva library.

kmeans

k-means (unsupervised learning/clustering) algorithm implemented in MATLAB.

labormarketvisualization

learning-saliency

lossfunctions.jl

Julia package of loss functions for machine learning.

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

lstm_anomaly_thesis

Anomaly detection for temporal data using LSTMs

lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

manipulating-and-visualizing-data-with-rodsceast2022

Content for ODSC East 2022