Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: timeseries
mindsdb/mindsdb
The platform for customizing AI from enterprise data
Language: Python - Size: 251 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 21,329 - Forks: 2,702
leeoniya/uPlot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
Language: JavaScript - Size: 7.82 MB - Last synced: 11 days ago - Pushed: about 1 month ago - Stars: 8,477 - Forks: 370
timeseriesAI/tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Language: Jupyter Notebook - Size: 1.44 GB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 4,637 - Forks: 594
awslabs/gluonts
Probabilistic time series modeling in Python
Language: Python - Size: 13.8 MB - Last synced: 29 days ago - Pushed: about 1 month ago - Stars: 4,258 - Forks: 727
apache/iotdb
Apache IoTDB
Language: Java - Size: 225 MB - Last synced: 30 days ago - Pushed: about 1 month ago - Stars: 4,248 - Forks: 957
GreptimeTeam/greptimedb
An open-source, cloud-native, distributed time-series database with PromQL/SQL/Python supported. Available on GreptimeCloud.
Language: Rust - Size: 34.6 MB - Last synced: about 18 hours ago - Pushed: 1 day ago - Stars: 3,817 - Forks: 272
google/mtail
extract internal monitoring data from application logs for collection in a timeseries database
Language: Go - Size: 6.27 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 3,750 - Forks: 375
ourownstory/neural_prophet
NeuralProphet: A simple forecasting package
Language: Python - Size: 212 MB - Last synced: about 18 hours ago - Pushed: 7 days ago - Stars: 3,657 - Forks: 466
jdb78/pytorch-forecasting
Time series forecasting with PyTorch
Language: Python - Size: 31.2 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 3,629 - Forks: 584
danvk/dygraphs
Interactive visualizations of time series using JavaScript and the HTML canvas tag
Language: JavaScript - Size: 22.5 MB - Last synced: 2 days ago - Pushed: 3 months ago - Stars: 3,144 - Forks: 606
man-group/arctic
High performance datastore for time series and tick data
Language: Python - Size: 2.21 MB - Last synced: 2 days ago - Pushed: about 1 month ago - Stars: 3,036 - Forks: 583
lindb/lindb
LinDB is a scalable, high performance, high availability distributed time series database.
Language: Go - Size: 20.8 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 2,823 - Forks: 276
tslearn-team/tslearn
The machine learning toolkit for time series analysis in Python
Language: Python - Size: 7.14 MB - Last synced: 2 days ago - Pushed: 20 days ago - Stars: 2,796 - Forks: 329
griddb/griddb
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
Language: C++ - Size: 23.2 MB - Last synced: 6 days ago - Pushed: 23 days ago - Stars: 2,319 - Forks: 4,866
jqnatividad/qsv
CSVs sliced, diced & analyzed.
Language: Rust - Size: 31.2 MB - Last synced: about 5 hours ago - Pushed: about 6 hours ago - Stars: 2,244 - Forks: 62
qingsongedu/time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
Size: 306 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2,036 - Forks: 207
Arturus/kaggle-web-traffic
1st place solution
Language: Jupyter Notebook - Size: 8.76 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 1,805 - Forks: 671
amazon-science/chronos-forecasting
Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
Language: Python - Size: 445 KB - Last synced: about 9 hours ago - Pushed: about 10 hours ago - Stars: 1,756 - Forks: 219
kairosdb/kairosdb
Fast scalable time series database
Language: Java - Size: 47.9 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 1,726 - Forks: 344
cnosdb/cnosdb
A cloud-native open source distributed time series database with high performance, high compression ratio and high availability. http://www.cnosdb.cloud
Language: Rust - Size: 15.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1,565 - Forks: 311
sentinl/sentinl
Kibana Alert & Report App for Elasticsearch
Language: JavaScript - Size: 79.1 MB - Last synced: 12 days ago - Pushed: 18 days ago - Stars: 1,331 - Forks: 298
ydataai/ydata-synthetic
Synthetic data generators for tabular and time-series data
Language: Jupyter Notebook - Size: 16 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 1,302 - Forks: 220
eventql/eventql
Distributed "massively parallel" SQL query engine
Language: C++ - Size: 76.8 MB - Last synced: 11 days ago - Pushed: about 7 years ago - Stars: 1,178 - Forks: 109
facette/facette
Time series data visualization software
Language: Go - Size: 19.6 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 1,152 - Forks: 76
wannesm/dtaidistance
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
Language: Python - Size: 1.3 MB - Last synced: about 21 hours ago - Pushed: about 21 hours ago - Stars: 1,028 - Forks: 183
qingsongedu/awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
Size: 923 KB - Last synced: about 22 hours ago - Pushed: about 1 month ago - Stars: 1,020 - Forks: 103
Renumics/spotlight
Interactively explore unstructured datasets from your dataframe.
Language: TypeScript - Size: 45.7 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 1,014 - Forks: 83
twosigma/flint
A Time Series Library for Apache Spark
Language: Scala - Size: 1.43 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 990 - Forks: 185
RedisTimeSeries/RedisTimeSeries
Time Series data structure for Redis
Language: C - Size: 11.6 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 980 - Forks: 138
time-series-foundation-models/lag-llama
Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
Language: Python - Size: 208 KB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 949 - Forks: 97
metrico/qryn
Lightweight, Polyglot, Snap-on Observability Stack. Drop-in Compatible with Loki, Prometheus, Tempo, Pyroscope, Opentelemetry and more! Vendor independent LGTM replacement and Splunk/Datadog/Elastic alternative! WASM powered ⭐️ Star to Support
Language: JavaScript - Size: 55.4 MB - Last synced: 12 days ago - Pushed: 18 days ago - Stars: 948 - Forks: 59
performancecopilot/pcp
Performance Co-Pilot
Language: C - Size: 155 MB - Last synced: about 14 hours ago - Pushed: about 14 hours ago - Stars: 944 - Forks: 232
MentatInnovations/datastream.io
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
Language: Python - Size: 2.47 MB - Last synced: 3 days ago - Pushed: about 4 years ago - Stars: 888 - Forks: 164
node-influx/node-influx
📈 The InfluxDB Client for Node.js and Browsers
Language: TypeScript - Size: 4.21 MB - Last synced: 6 days ago - Pushed: 12 months ago - Stars: 863 - Forks: 178
esnet/react-timeseries-charts
Declarative and modular timeseries charting components for React
Language: JavaScript - Size: 57.1 MB - Last synced: 28 days ago - Pushed: 8 months ago - Stars: 849 - Forks: 283
jankrepl/deepdow
Portfolio optimization with deep learning.
Language: Python - Size: 2.24 MB - Last synced: 2 days ago - Pushed: 4 months ago - Stars: 846 - Forks: 134
tinkoff-ai/etna 📦
ETNA – Time-Series Library
Language: Python - Size: 128 MB - Last synced: about 17 hours ago - Pushed: 9 months ago - Stars: 838 - Forks: 77
business-science/tidyquant
Bringing financial analysis to the tidyverse
Language: R - Size: 125 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 831 - Forks: 173
shubhomoydas/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.
Language: Python - Size: 125 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 824 - Forks: 186
maxjcohen/transformer
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
Language: Jupyter Notebook - Size: 65.2 MB - Last synced: 13 days ago - Pushed: 12 months ago - Stars: 812 - Forks: 163
go-graphite/go-carbon
Golang implementation of Graphite/Carbon server with classic architecture: Agent -> Cache -> Persister
Language: Go - Size: 13.1 MB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 797 - Forks: 126
LongxingTan/Time-series-prediction
tfts: Time Series Deep Learning Models in TensorFlow
Language: Python - Size: 2.29 MB - Last synced: 2 days ago - Pushed: 2 months ago - Stars: 790 - Forks: 162
qingsongedu/Awesome-TimeSeries-SpatioTemporal-LM-LLM
A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
Size: 193 KB - Last synced: about 22 hours ago - Pushed: about 1 month ago - Stars: 759 - Forks: 53
markdregan/K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
Language: Jupyter Notebook - Size: 59.5 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 757 - Forks: 211
chartjs/chartjs-chart-financial
Chart.js module for charting financial securities
Language: JavaScript - Size: 1.29 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 705 - Forks: 194
cerlymarco/tsmoothie
A python library for time-series smoothing and outlier detection in a vectorized way.
Language: Jupyter Notebook - Size: 2.89 MB - Last synced: 15 days ago - Pushed: 6 months ago - Stars: 700 - Forks: 95
titu1994/LSTM-FCN
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
Language: Python - Size: 7.33 MB - Last synced: 6 months ago - Pushed: about 5 years ago - Stars: 693 - Forks: 264
influxdata/influxdb-client-python
InfluxDB 2.0 python client
Language: Python - Size: 3.45 MB - Last synced: 30 days ago - Pushed: about 1 month ago - Stars: 663 - Forks: 175
business-science/pytimetk
Time series easier, faster, more fun. Pytimetk.
Language: Python - Size: 169 MB - Last synced: 19 days ago - Pushed: about 2 months ago - Stars: 609 - Forks: 52
business-science/timetk
Time series analysis in the `tidyverse`
Language: R - Size: 112 MB - Last synced: 3 days ago - Pushed: 3 months ago - Stars: 597 - Forks: 98
umbertogriffo/Predictive-Maintenance-using-LSTM
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Language: Python - Size: 8.02 MB - Last synced: 2 months ago - Pushed: 3 months ago - Stars: 569 - Forks: 233
KDD-OpenSource/DeepADoTS
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Language: Python - Size: 3.59 MB - Last synced: 3 days ago - Pushed: almost 2 years ago - Stars: 549 - Forks: 115
ranaroussi/pystore
Fast data store for Pandas time-series data
Language: Python - Size: 138 KB - Last synced: 22 days ago - Pushed: about 2 months ago - Stars: 539 - Forks: 97
earthgecko/skyline
Anomaly detection
Language: Python - Size: 26.8 MB - Last synced: 3 days ago - Pushed: 3 months ago - Stars: 511 - Forks: 62
Nixtla/hierarchicalforecast
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
Language: Python - Size: 17.6 MB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 510 - Forks: 61
avaneev/r8brain-free-src
High-quality pro audio resampler / sample rate converter C++ library. Very fast, for both audio resampling and time-series interpolation.
Language: C++ - Size: 31.3 MB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 508 - Forks: 57
business-science/modeltime
Modeltime unlocks time series forecast models and machine learning in one framework
Language: R - Size: 50.9 MB - Last synced: 20 days ago - Pushed: 4 months ago - Stars: 499 - Forks: 81
SiriDB/siridb-server
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.
Language: C - Size: 10.4 MB - Last synced: 30 days ago - Pushed: 2 months ago - Stars: 492 - Forks: 48
wwrechard/pydlm
A python library for Bayesian time series modeling
Language: Python - Size: 3.31 MB - Last synced: 14 days ago - Pushed: 7 months ago - Stars: 467 - Forks: 97
titu1994/MLSTM-FCN
Multivariate LSTM Fully Convolutional Networks for Time Series Classification
Language: Python - Size: 1.77 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 436 - Forks: 176
M-Nauta/TCDF
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
Language: Jupyter Notebook - Size: 4.59 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 431 - Forks: 99
RamiKrispin/TSstudio
Tools for time series analysis and forecasting
Language: R - Size: 41 MB - Last synced: 24 days ago - Pushed: 4 months ago - Stars: 420 - Forks: 66
influxdata/influxdb-client-java
InfluxDB 2 JVM Based Clients
Language: Java - Size: 154 MB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 414 - Forks: 127
tejaslodaya/timeseries-clustering-vae
Variational Recurrent Autoencoder for timeseries clustering in pytorch
Language: Python - Size: 3.85 MB - Last synced: 6 months ago - Pushed: 10 months ago - Stars: 406 - Forks: 74
lightkurve/lightkurve
A friendly package for Kepler & TESS time series analysis in Python.
Language: Python - Size: 409 MB - Last synced: 12 days ago - Pushed: 14 days ago - Stars: 387 - Forks: 154
microprediction/timemachines
Predict time-series with one line of code.
Language: Python - Size: 6.09 MB - Last synced: 12 days ago - Pushed: 11 months ago - Stars: 380 - Forks: 50
NationalSecurityAgency/timely
Accumulo backed time series database
Language: CSS - Size: 53.5 MB - Last synced: 26 days ago - Pushed: 28 days ago - Stars: 374 - Forks: 110
cloudinsight/cloudinsight-agent
Cloudinsight Agent is a system tool that monitors system processes and services, and sends information back to your Cloudinsight account.
Language: Go - Size: 1.58 MB - Last synced: about 2 months ago - Pushed: almost 4 years ago - Stars: 369 - Forks: 100
reservoirpy/reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
Language: Python - Size: 106 MB - Last synced: 12 days ago - Pushed: 14 days ago - Stars: 369 - Forks: 91
pastas/pastas
:spaghetti: Pastas is an open-source Python framework for the analysis of groundwater time series.
Language: Python - Size: 140 MB - Last synced: 30 days ago - Pushed: about 1 month ago - Stars: 342 - Forks: 70
influxdata/influxdb-client-csharp
InfluxDB 2.x C# Client
Language: C# - Size: 5.64 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 337 - Forks: 91
hastic-zzz/hastic-server
Hastic data management server for analyzing patterns and anomalies from Grafana
Language: TypeScript - Size: 2.93 MB - Last synced: 3 months ago - Pushed: almost 3 years ago - Stars: 329 - Forks: 23
TimeSynth/TimeSynth
A Multipurpose Library for Synthetic Time Series Generation in Python
Language: Jupyter Notebook - Size: 2.87 MB - Last synced: 19 days ago - Pushed: 7 months ago - Stars: 326 - Forks: 62
microprediction/microprediction
If you can measure it, consider it predicted
Language: Jupyter Notebook - Size: 117 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 317 - Forks: 57
TheDatumOrg/kshape-python
Python implementation of k-Shape
Language: Python - Size: 33.1 MB - Last synced: 2 days ago - Pushed: 7 months ago - Stars: 317 - Forks: 104
LastAncientOne/SimpleStockAnalysisPython
Teaches step-by-step to analysis stock data in python.
Language: Jupyter Notebook - Size: 6.45 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 310 - Forks: 102
go-graphite/carbonapi
Implementation of graphite API (graphite-web) in golang
Language: Go - Size: 43.9 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 299 - Forks: 139
Marcnuth/AnomalyDetection
Twitter's Anomaly Detection in Pure Python
Language: Python - Size: 396 KB - Last synced: about 20 hours ago - Pushed: about 1 year ago - Stars: 295 - Forks: 75
gnocchixyz/gnocchi
Timeseries database
Language: Python - Size: 5.55 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 295 - Forks: 83
databrickslabs/tempo
API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation
Language: Jupyter Notebook - Size: 4.43 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 294 - Forks: 50
tammoippen/plotille
Plot in the terminal using braille dots.
Language: Python - Size: 4.53 MB - Last synced: 27 days ago - Pushed: 3 months ago - Stars: 282 - Forks: 15
fjxmlzn/DoppelGANger
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Language: Python - Size: 67.4 KB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 274 - Forks: 69
sveinn-steinarsson/flot-downsample
Downsample plugin for Flot charts.
Language: JavaScript - Size: 172 KB - Last synced: 26 days ago - Pushed: about 1 year ago - Stars: 267 - Forks: 38
rrd4j/rrd4j
A high performance data logging and graphing system for time series data.
Language: Java - Size: 7.14 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 258 - Forks: 72
aprbw/traffic_prediction
Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).
Language: TeX - Size: 685 KB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 248 - Forks: 46
DynamicTimeWarping/dtw-python
Python port of R's Comprehensive Dynamic Time Warp algorithms package
Language: Python - Size: 683 KB - Last synced: 16 days ago - Pushed: about 2 months ago - Stars: 247 - Forks: 31
tcapelle/timeseries_fastai
fastai V2 implementation of Timeseries classification papers.
Language: Jupyter Notebook - Size: 7.77 MB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 240 - Forks: 18
DataForScience/Timeseries
Timeseries for everyone
Language: Jupyter Notebook - Size: 142 MB - Last synced: 2 days ago - Pushed: 10 months ago - Stars: 232 - Forks: 114
AdrianAntico/AutoQuant
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
Language: R - Size: 804 MB - Last synced: 12 days ago - Pushed: 4 months ago - Stars: 230 - Forks: 44
shapelets/khiva
An open-source library of algorithms to analyse time series in GPU and CPU.
Language: C++ - Size: 2.24 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 225 - Forks: 29
project-nv/night-vision
Highly customizable charting library, created for professional traders
Language: JavaScript - Size: 14.2 MB - Last synced: 8 days ago - Pushed: 12 days ago - Stars: 221 - Forks: 46
qingsongedu/Awesome-SSL4TS
A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).
Size: 2.16 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 221 - Forks: 13
gaborvecsei/Stocks-Pattern-Analyzer
This tool should help discover different patterns based on similarity measures in historical (financial) data
Language: Python - Size: 1.12 MB - Last synced: 12 days ago - Pushed: 11 months ago - Stars: 214 - Forks: 82
dysonance/Indicators.jl
Financial market technical analysis & indicators in Julia
Language: Julia - Size: 2.31 MB - Last synced: 25 days ago - Pushed: over 1 year ago - Stars: 211 - Forks: 59
burmanm/gorilla-tsc
Implementation of time series compression method from the Facebook's Gorilla paper
Language: Java - Size: 125 KB - Last synced: 28 days ago - Pushed: over 2 years ago - Stars: 204 - Forks: 37
esnet/pond
Immutable timeseries data structures built with Typescript
Language: TypeScript - Size: 13.6 MB - Last synced: 4 days ago - Pushed: about 1 year ago - Stars: 204 - Forks: 37
danni-m/redis-timeseries
Future development of redis-timeseries is at github.com/RedisLabsModules/redis-timeseries.
Language: C - Size: 116 KB - Last synced: 6 months ago - Pushed: about 3 years ago - Stars: 202 - Forks: 30
harveybc/gym-fx
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
Language: Python - Size: 21.8 MB - Last synced: 30 days ago - Pushed: 2 months ago - Stars: 197 - Forks: 51
binli826/LSTM-Autoencoders
Anomaly detection for streaming data using autoencoders
Language: Python - Size: 46.4 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 182 - Forks: 46
signaflo/java-timeseries
Time series analysis in Java
Language: Java - Size: 4.4 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 182 - Forks: 48
