249 Open Source Timeseries Software Projects
Free and open source timeseries code projects including engines, APIs, generators, and tools.
Mtail 3003 ⭐
extract internal monitoring data from application logs for collection in a timeseries database
Griddb 1569 ⭐
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
Datastream.io 852 ⭐
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
Go Carbon 739 ⭐
Golang implementation of Graphite/Carbon server with classic architecture: Agent -> Cache -> Persister
Ad_examples 720 ⭐
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.
K Nearest Neighbors With Dynamic Time Warping 648 ⭐
Python implementation of KNN and DTW classification algorithm
Lstm Fcn 544 ⭐
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
Siridb Server 455 ⭐
SiriDB is a highly-scalable, robust and super fast time series database. Build from the ground up SiriDB uses a unique mechanism to operate without a global index and allows server resources to be added on the fly. SiriDB's unique query language includes dynamic grouping of time series for easy analysis over large amounts of time series.
Cloudinsight Agent 364 ⭐
Cloudinsight Agent is a system tool that monitors system processes and services, and sends information back to your Cloudinsight account.
Predictive Maintenance Using Lstm 417 ⭐
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Timeseriesai 993 ⭐
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Deepadots 400 ⭐
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Redis Timeseries 200 ⭐
Future development of redis-timeseries is at github.com/RedisLabsModules/redis-timeseries.
Timeseries Clustering Vae 266 ⭐
Variational Recurrent Autoencoder for timeseries clustering in pytorch
Tcdf 277 ⭐
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
Hastic Grafana App 177 ⭐
Hastic data management server for labeling patterns and anomalies in Grafana
Gym Fx 169 ⭐
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
Gorilla Tsc 164 ⭐
Implementation of time series compression method from the Facebook's Gorilla paper
Pastas 196 ⭐
:spaghetti: Pastas is an open-source Python framework for the analysis of hydrological time series.
Maxjcohen Transformer 414 ⭐
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
Remixautoml 175 ⭐
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, recommenders, and EDA.
Repo 2016 105 ⭐
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Yesoreyeram Boomtable Panel 123 ⭐
Boom Table Panel for Grafana (Graphite, Prometheus, InfluxDB & Cloudwatch) :boom:
Brein Time Utilities 99 ⭐
Library which contains several time-dependent data and index structures (e.g., IntervalTree, BucketTimeSeries), as well as algorithms.
Influxdb.client.net 96 ⭐
A C# client object model to help integrate with InfluxDB with CLI languages. Supports both .Net traditional and .Net Core.
Timeseriesadmin 114 ⭐
Administration panel and querying interface for InfluxDB databases. (Electron app / Docker container)
Timeseriesprediction.jl 82 ⭐
Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis
Temporal.jl 83 ⭐
Time series implementation for the Julia language focused on efficiency and flexibility
Abhishekkr Goshare 62 ⭐
Go Share your TimeSeries/NameSpace/KeyVal DataStore (using leveldb) over HTTP &/or ZeroMQ
Tsam 81 ⭐
A python-based time series aggregation module (tsam) which can be used to reduce the number of time steps using typical periods or by decreasing the temporal resolution