417 Open source projects that are alternatives of or similar to Gratis

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

Resources for working with time series and sequence data

Bringing financial analysis to the tidyverse

Release Docker builds of TimescaleDB

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

Python implementation of k-Shape

Accumulo backed time series database

Cross-platform .NET library for InfluxDB distributed time-series database.

KFAS: R Package for Exponential Family State Space Models

scikit-learn-inspired time series

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Open source time series library for Python

Occupancy detection of an office room from light, temperature, humidity and CO2 measurements

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A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

Anomaly detection for streaming time series, featuring automated model selection.

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

Probabilistic time series modeling in Python

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

Variational Autoencoder for Dimensionality Reduction of Time-Series

High-availability and horizontal scalability for InfluxDB

Hurst exponent evaluation and R/S-analysis in Python

Distributable time-series database (not actively maintained)

Time Series Cross-Validation -- an extension for scikit-learn

Imputation of Financial Time Series with Missing Values and/or Outliers

Extending broom for time series forecasting

PyTorch code for CVIU paper "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

fast implementation of singular spectrum transformation (change point detection algorithm)

A repository to keep track of all the code that I end up writing for my blog posts.

DeltaPy - Tabular Data Augmentation (by @firmai)

List of tools & datasets for anomaly detection on time-series data.

GluonTS Deep Learning with Modeltime

Technical Analysis Library Time-Series

ELKI Data Mining Toolkit

A Python toolbox for gaining geometric insights into high-dimensional data

SUpporting GRaphics with R for ANalysing Time Series

Stock Analysis Tutorial in Python

AtsPy: Automated Time Series Models in Python (by @firmai)

An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.

Model data as beliefs (at a certain time) about events (at a certain time).

Deep learning meets molecular dynamics.

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

Realtime animated graphs with PubNub and C3.

Hands-on training labs for Deep Learning in Time Series course by CERTIFAI

A Time Series Data Browser

Axibase Time Series Database: Usage Examples and Research Articles

An "R" package for automatic download and preprocessing of MODIS Land Products Time Series

Acquire data with honour and wisdom — using the way of the ninja.

The plugin-driven server agent for collecting & reporting metrics.

Data generation and property-based testing for Elixir. 🔮

A Univariate Time Series Analysis and ARIMA Modeling Package in ANSI C. Updated with SARIMAX and Auto ARIMA.

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

Natural Series Database

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

Methods for Temporal Disaggregation and Interpolation of Time Series

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

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

THIS REPO HAS MOVED TO https://github.com/apache/incubator-iotdb. TsFile is a columnar file format designed for time-series data, which supports efficient compression and query. It is easy to integrate TsFile with your IOT big data processing frameworks.

Example repository showing how to utilise k6 and faker to load test using generated data