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pyRiemannPython machine learning package based on sklearn API for multivariate data processing and statistical analysis of symmetric positive definite matrices via Riemannian geometry
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wv⏰ This R package provides the tools to perform standard and robust wavelet variance analysis for time series (signal processing). Among others, aside from computing the wavelet variance and cross-covariance (classic and robust), the package provides inference tools (e.g. confidence intervals) and plotting tools allowing to perform some visual an…
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msdaLibrary for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector
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Nightingale💡 A Distributed and High-Performance Monitoring System. Prometheus enterprise edition
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Audio Spectrum Analyzer In PythonA series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.
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NeurokitNeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
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TickgrinderLow-latency algorithmic trading platform written in Rust
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DeepadotsRepository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
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BildImage processing algorithms in pure Go
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SpreadsSeries and Panels for Real-time and Exploratory Analysis of Data Streams
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PyafPyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
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TimetkA toolkit for working with time series in R
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Rtl 433Program to decode radio transmissions from devices on the ISM bands (and other frequencies)
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NeuralcdeCode for "Neural Controlled Differential Equations for Irregular Time Series"
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AnomalizeTidy anomaly detection
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GeorgeFast and flexible Gaussian Process regression in Python
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Pytorch TsPyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
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Chronix.serverThe Chronix Server implementation that is based on Apache Solr.
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MerlionMerlion: A Machine Learning Framework for Time Series Intelligence
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luftdatenpumpeProcess live and historical data from luftdaten.info, IRCELINE and OpenAQ. Filter by station-id, sensor-id and sensor-type, apply reverse geocoding, store into timeseries and RDBMS databases, publish to MQTT, output as JSON or visualize in Grafana.
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BiosppyBiosignal Processing in Python
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LuminaireLuminaire is a python package that provides ML driven solutions for monitoring time series data.
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plotly-resamplerVisualize large time-series data in plotly
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Soft DtwPython implementation of soft-DTW.
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webgl-3d-animationAn interactive 3D animation using WebGL to depict a 2D predator prey ecology on a grid real-time mapped onto the surface of a 3D torus. Sound file is parsed then visualized both in time and frequency domains as well as rendered using Web Audio API - this is an exercise where I taught myself how to display data for an ongoing project on sound syn…
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PycaretAn open-source, low-code machine learning library in Python
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Flow ForecastDeep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
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CrateCrateDB is a distributed SQL database that makes it simple to store and analyze
massive amounts of data in real-time.
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CeresDistributable time-series database (not actively maintained)
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SktimeA unified framework for machine learning with time series
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PygspGraph Signal Processing in Python
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DeltapyDeltaPy - Tabular Data Augmentation (by @firmai)
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Nara wpeDifferent implementations of "Weighted Prediction Error" for speech dereverberation
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Data ScienceCollection of useful data science topics along with code and articles
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QuestdbAn open source SQL database designed to process time series data, faster
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AtspyAtsPy: Automated Time Series Models in Python (by @firmai)
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Awesome Speech EnhancementA tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
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PyaudioanalysisPython Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
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Atsd Use CasesAxibase Time Series Database: Usage Examples and Research Articles
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NNSNonlinear Nonparametric Statistics
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SdvSynthetic Data Generation for tabular, relational and time series data.
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scikit-maadOpen-source and modular toolbox for quantitative soundscape analysis in Python
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Stock Trading MlA stock trading bot that uses machine learning to make price predictions.
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tsfeaturesCalculates various features from time series data. Python implementation of the R package tsfeatures.
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Sktime Dlsktime companion package for deep learning based on TensorFlow
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beqdesignerNo description or website provided.
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SurfboardNovoic's audio feature extraction library
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TimelyAccumulo backed time series database
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Synthetic-data-genVarious methods for generating synthetic data for data science and ML
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tmo-live-graphA simpe react app that plots a live view of the T-Mobile Home Internet Nokia 5G Gateway signal stats, helpful for optimizing signal.
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SuperdirtTidal Audio Engine
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HctsaHighly comparative time-series analysis
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Wavetorch 🌊 Numerically solving and backpropagating through the wave equation
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