The Perfect Python Project Template. Bored of coding anew the same thing for your new Python projects? Here is what you need. Click below on the "use this template" green button to start using it instantly. Rename the "project" folder and all references to this folder to customize your project name.

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python library computer-vision nlp time-series project-template base

Tsanalysis.jl

This package includes basic tools for time series analysis, compatible with incomplete data.

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julia time-series kalman-filter forecast

Time Attention

Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971

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Soft Dtw Divergences

An implementation of soft-DTW divergences.

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python time-series

Msgarch

MSGARCH R Package

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r time-series finance forecasting arch

Gratis

GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

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r time-series data-generation

Tensorflow Cnn Time Series

Feeding images of time series to Conv Nets! (Tensorflow + Keras)

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python tensorflow keras convolutional-neural-networks cnn time-series recurrent-neural-networks

Mckinsey Smartcities Traffic Prediction

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

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Nsdb

Natural Series Database

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Wavelet networks

Code repository of the paper "Wavelet Networks: Scale Equivariant Learning From Raw Waveforms" https://arxiv.org/abs/2006.05259

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jupyter-notebook pytorch time-series

Traildb

TrailDB is an efficient tool for storing and querying series of events

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c database big-data time-series data-analytics

Mathematicavsr

Example projects, code, and documents for comparing Mathematica with R.

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r html machine-learning data-science data-analysis time-series comparison

Egads

A Java package to automatically detect anomalies in large scale time-series data

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java big-data time-series

Fractional differencing gpu

Rapid large-scale fractional differencing with RAPIDS to minimize memory loss while making a time series stationary. 6x-400x speed up over CPU implementation.

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python jupyter-notebook time-series nvidia gpu-computing

Yuvi

Yuvi is an in-memory storage engine for recent time series metrics data.

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java metrics time-series

Kaggle Web Traffic Time Series Forecasting

Solution to Kaggle - Web Traffic Time Series Forecasting

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Favorita sales forecasting

Solution to Corporación Favorita Grocery Sales Forecasting Competition

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python pytorch time-series

Pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

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python machine-learning time-series forecasting

Mycodo

An environmental monitoring and regulation system

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python automation raspberry-pi monitoring time-series graphs relay timer environment sensors measurements

Tempdisagg

Methods for Temporal Disaggregation and Interpolation of Time Series

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r time-series

Phildb

Timeseries database

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python logging pandas time-series timeseries

Agots

Anomaly Generator on Time Series

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python data generator time-series

Gesturerecognition

Gesture Recognition using TensorFlow

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Heroic

The Heroic Time Series Database

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Awesome Ai Ml Dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

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Void

terminal-based personal organizer

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rust terminal time-series text-editor task terminal-based efficiency

Deep Learning Time Series

List of papers, code and experiments using deep learning for time series forecasting

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Falcon Plus

An open-source and enterprise-level monitoring system.

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Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

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python deep-learning pytorch time-series forecasting

Btgym

Scalable, event-driven, deep-learning-friendly backtesting library

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Darts

A python library for easy manipulation and forecasting of time series.

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python machine-learning time-series forecasting

Akumuli

Time-series database

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database metrics time-series tsdb

Getting Things Done With Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

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Uplot

📈 A small, fast chart for time series, lines, areas, ohlc & bars

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Rnn Time Series Anomaly Detection

RNN based Time-series Anomaly detector model implemented in Pytorch.

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python neural-network time-series rnn anomaly-detection prediction forecast

Fecon235

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

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python jupyter-notebook statistics pandas time-series finance economics

Rrdtool 1.x

RRDtool 1.x - Round Robin Database

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c time-series tsdb

H1st

The AI Application Platform We All Need. Human AND Machine Intelligence. Based on experience building AI solutions at Panasonic: robotics predictive maintenance, cold-chain energy optimization, Gigafactory battery mfg, avionics, automotive cybersecurity, and more.

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Arch

ARCH models in Python

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python bootstrap time-series finance spa forecasting arch

Tsfresh

Automatic extraction of relevant features from time series:

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Jupyter Notebook python data-science time-series feature-extraction

Ad examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

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