Hierarchical Agglomerative Clustering based on Dynamic Time Warping of GPS displacements
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Updated
Sep 18, 2023 - Jupyter Notebook
Hierarchical Agglomerative Clustering based on Dynamic Time Warping of GPS displacements
Automatic alignment of surgical videos using kinematic data
Code for the paper "Ultra-responsive, low-dimensional unfamiliar movement sonification guides unconstrained reaches to invisible targets in 3D space"
Time Series Indexing By Dynamic Covering with Cross-Range Constraints @VLDBJ
Leveraged Dynamic Time Warping (DTW) to assess the similarity between specific audio tracks
A framework for time-series anomaly detection. The framework consists a prediction module and a detection module. Prediction module is based on LSTM and CNN. DTW is used in detection module .
[Week-end project] Accelerometer-based gait analysis and identification
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It contains a python (jupyter) implementation solving the problem of fitting a dataset to the optimal probability distribution from a set of probability distributions. The dataset consists of power load profiles and is a small one and intended only for demostration purposes, it contains just a few load profile curves from residential users in Me…
The script generates two signals with different frequencies and align them in a time domain by computing distance matrix
Gesture Recognition System using Microsoft Kinect
Master's Thesis: Visual Analysis of Big Time Series Datasets
Using the dynamic time warping algorithm to cluster subsurface lithological data
Forecasting exercise, using SPY ETF over a 10 year time period, to develop potential trading strategies. Sourced from Yahoo Finance.
Aligning Music with Dynamic Time Warping Algorithm: Algorithmics (MTAT.03.238, 6 ECTS) course project
Clustering with dynamic neural network
Forecasting COVID-19 Cases
Classification of time series using Dynamic Time Warping algorithm with recursion and dynamic programming
Fast CUDA implementation of (differentiable) otam for PyTorch using Numba
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