Awesome Open Source
Awesome Open Source
Combined Topics
time-series-analysis x

The Top 819 Time Series Analysis Open Source Projects

Categories > Machine Learning > Time Series Analysis
Statsmodels ⭐ 7,765
Statsmodels: statistical modeling and econometrics in Python
dependent packages 1,185total releases 30most recent commit 5 days agopypi statsmodels} Downloads
Anomaly Detection Resources ⭐ 6,250
Anomaly detection related books, papers, videos, and toolboxes
most recent commit a month ago
Sktime ⭐ 5,722
A unified framework for machine learning with time series
dependent packages 26total releases 29most recent commit 7 hours agopypi sktime} Downloads
Stumpy ⭐ 2,376
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 4total releases 27most recent commit 3 days agopypi stumpy} Downloads
Tsai ⭐ 2,305
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 1total releases 41most recent commit a month agopypi tsai} Downloads
Tslearn ⭐ 2,230
A machine learning toolkit dedicated to time-series data
total releases 6most recent commit 20 days ago
Practical Machine Learning With Python ⭐ 1,586
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
most recent commit 2 years ago
Pyts ⭐ 1,281
A Python package for time series classification
dependent packages 9total releases 18most recent commit 3 months agopypi pyts} Downloads
Spark Timeseries ⭐ 1,147
A library for time series analysis on Apache Spark
total releases 2most recent commit 2 years ago
Flow Forecast ⭐ 1,132
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 7 days ago
Alphapy ⭐ 758
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit 5 months ago
Awesome Aiops ⭐ 747
AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star
most recent commit 2 years ago
Matrixprofile Ts ⭐ 556
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
total releases 9most recent commit 2 years ago
Hctsa ⭐ 546
Highly comparative time-series analysis
most recent commit 18 days ago
Grass ⭐ 525
GRASS GIS - free and open source Geographic Information System (GIS)
most recent commit 18 hours ago
Time Series Transformers Review ⭐ 486
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
most recent commit 8 days ago
Auto_ts ⭐ 480
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.
total releases 30most recent commit 10 days ago
Deeptime ⭐ 441
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
dependent packages 1total releases 11most recent commit 13 days ago
Inceptiontime ⭐ 423
InceptionTime: Finding AlexNet for Time Series Classification
most recent commit 6 months ago
Atspy ⭐ 409
AtsPy: Automated Time Series Models in Python (by @firmai)
total releases 39most recent commit 8 months ago
Modeltime ⭐ 397
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 20most recent commit 16 days ago
Time Series Forecasting With Python ⭐ 383
A use-case focused tutorial for time series forecasting with python
most recent commit 10 days ago
Skyline ⭐ 381
Anomaly detection
most recent commit 5 months ago
Traces ⭐ 371
A Python library for unevenly-spaced time series analysis
dependent packages 1total releases 24most recent commit 2 years agopypi traces} Downloads
Scinet ⭐ 309
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
most recent commit 10 days ago
Python_for_geosciences ⭐ 309
Introduction to python use in geosciences.
most recent commit 2 years ago
Timemachines ⭐ 306
Continuously evaluated, functional, incremental, time-series forecasting
dependent packages 3total releases 70most recent commit a month agopypi timemachines} Downloads
Timeseriesanalysiswithpython ⭐ 296
Time Series Analysis with Python
most recent commit 6 years ago
Practical Time Series Analysis ⭐ 281
Practical Time-Series Analysis, published by Packt
most recent commit 3 months ago
Pastas ⭐ 268
🍝 Pastas is an open-source Python framework for the analysis of groundwater time series.
dependent packages 3total releases 25most recent commit 19 days agopypi pastas} Downloads
Time Series Papers ⭐ 262
List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法
most recent commit 3 years ago
Tsstudio ⭐ 247
Tools for time series analysis and forecasting
dependent packages 1total releases 7most recent commit 2 years ago
Simplestockanalysispython ⭐ 242
Teaches step-by-step to analysis stock data in python.
most recent commit 25 days ago
Bigdata18 ⭐ 230
Transfer learning for time series classification
most recent commit 3 years ago
Awesome Time Series ⭐ 229
Resources for working with time series and sequence data
most recent commit 4 days ago
Lotteryprediction ⭐ 224
🌝 Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.
most recent commit 4 days ago
Tempo ⭐ 212
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
dependent packages 1total releases 20most recent commit 4 days agopypi dbl-tempo} Downloads
Pyfts ⭐ 207
An open source library for Fuzzy Time Series in Python
total releases 6most recent commit 11 days ago
Banpei ⭐ 203
Anomaly detection library based on singular spectrum transformation(sst)
most recent commit 2 years ago
Bamboobsc ⭐ 203
next version move to https://github.com/billchen198318/hillfog, bambooBSC is an opensource Balanced Scorecard (BSC) Business Intelligence (BI) Web platform. BSC's Vision, Perspectives, Objectives of strategy, Key Performance Indicators (KPIs), Strategy Map, and SWOT, PDCA & PDCA report, Time Series Analysis.
most recent commit a year ago
Nitime ⭐ 199
Timeseries analysis for neuroscience data
most recent commit a year ago
Statespacemodels.jl ⭐ 195
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
most recent commit 2 months ago
Kshape Python ⭐ 193
Python implementation of k-Shape
most recent commit 12 hours ago
Awesome Ai For Time Series Papers ⭐ 172
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
most recent commit 4 days ago
Exoplanet ⭐ 170
Fast & scalable MCMC for all your exoplanet needs!
dependent packages 15total releases 32most recent commit 20 days agopypi exoplanet} Downloads
Matrixprofile ⭐ 166
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
dependent packages 1total releases 1most recent commit a year ago
Pyentropy ⭐ 160
Entropy for Python
dependent packages 2total releases 9most recent commit a year agopypi pyentrp} Downloads
Bookrepo ⭐ 156
most recent commit 2 years ago
U Time ⭐ 152
U-Time: A Fully Convolutional Network for Time Series Segmentation
total releases 9most recent commit 2 months ago
Reservoirpy ⭐ 151
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
total releases 18most recent commit 4 days ago
Pyeeg ⭐ 146
Python + EEG/MEG = PyEEG
most recent commit 10 months ago
Cueobserve ⭐ 144
Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases
most recent commit 7 months ago
Lt Gee ⭐ 144
Google Earth Engine implementation of the LandTrendr spectral-temporal segmentation algorithm. For documentation see:
most recent commit 3 months ago
Java Timeseries ⭐ 139
Time series analysis in Java
dependent packages 1total releases 1most recent commit 3 years ago
Stocks Pattern Analyzer ⭐ 137
This tool should help discover different patterns based on similarity measures in historical (financial) data
most recent commit 7 months ago
Scikit Hts ⭐ 129
Hierarchical Time Series Forecasting with a familiar API
most recent commit a year ago
Stingray ⭐ 128
Anything can happen in the next half hour (including spectral timing made easy)!
dependent packages 1total releases 10most recent commit 5 days agopypi stingray} Downloads
Pypots ⭐ 128
A python toolbox/library for data mining on partially-observed time series, supporting tasks of forecasting/imputation/classification/clustering on incomplete multivariate time series with missing values.
total releases 8most recent commit a day ago
Microprediction ⭐ 128
If you can measure it, consider it predicted
dependent packages 9total releases 181most recent commit 3 days agopypi microprediction} Downloads
Bayesloop ⭐ 111
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
most recent commit a month ago
Ml Projects ⭐ 106
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
most recent commit 2 years ago
Repo 2016 ⭐ 105
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
most recent commit 4 years ago
Empirical Lang ⭐ 105
A language for time-series analysis
most recent commit 2 years ago
Scamp ⭐ 105
The fastest way to compute matrix profiles on CPU and GPU!
total releases 21most recent commit 2 months ago
Intercessor ⭐ 105
A smart ware-house management system
most recent commit a year ago
Licsbas ⭐ 99
LiCSBAS: InSAR time series analysis package using LiCSAR products
most recent commit a year ago
Awesome Time Series Analysis ⭐ 99
This list collects learning resource, tools and dataset for time series analysis/time series data mining.
most recent commit 2 years ago
Controlsystemidentification.jl ⭐ 91
System Identification toolbox for LTI systems, compatible with ControlSystems.jl
most recent commit a day ago
Bitcoin Value Predictor ⭐ 90
[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin
most recent commit 3 years ago
Tsa4 ⭐ 89
R code for Time Series Analysis and Its Applications, Ed 4
most recent commit 13 days ago
Stock Return Prediction Using Knn Svm Guassian Process Adaboost Tree Regression And Qda ⭐ 85
Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks
most recent commit 18 days ago
Temporal.jl ⭐ 82
Time series implementation for the Julia language focused on efficiency and flexibility
most recent commit 9 months ago
Astsa ⭐ 81
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
dependent packages 6total releases 17most recent commit 5 days ago
Tseries ⭐ 77
A library for time series analysis with sklearn.
most recent commit 5 years ago
Systemicrisk ⭐ 76
A framework for systemic risk valuation and analysis.
most recent commit a year ago
Go Matrixprofile ⭐ 76
golang library for computing matrix profiles along with other time series analysis features
most recent commit 2 years ago
Pssa ⭐ 76
Singular Spectrum Analysis for time series forecasting in Python
most recent commit 3 years ago
Btsa ⭐ 75
Berlin Time Series Analysis Repository
most recent commit 18 days ago
Awesome Time Series ⭐ 73
A comprehensive survey on the time series domains
most recent commit 2 months ago
Financial Asset Comparison Tool ⭐ 71
R Shiny app to compare the relative performance of cryptos and equities.
most recent commit 2 years ago
Deep_xf ⭐ 69
Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.
total releases 5most recent commit a month ago
Arauto ⭐ 69
An open-source tool for quick Time Series Analysis and Forecasting
most recent commit 2 years ago
Hands On Time Series Analysis With R ⭐ 68
Hands-On-Time-Series-Analysis-with-R
most recent commit 3 months ago
Tsrepr ⭐ 67
TSrepr: R package for time series representations
most recent commit 2 years ago
Paddlets ⭐ 66
PaddleTS - PaddlePaddle-based Time Series Modeling in Python
total releases 2most recent commit 4 days ago
Pydaddy ⭐ 65
Python package to discover stochastic differential equations from time series data
most recent commit 5 days ago
Pyodds ⭐ 63
An End-to-end Outlier Detection System
total releases 5most recent commit 2 years ago
Dynamicaxiswarping.jl ⭐ 62
Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds
most recent commit a month ago
Mintpy Tutorial ⭐ 61
Tutorials in Jupyter Notebook for MintPy
most recent commit 4 days ago
Sequence To Sequence Learning Of Financial Time Series In Algorithmic Trading ⭐ 61
My bachelor's thesis—analyzing the application of LSTM-based RNNs on financial markets. 🤓
most recent commit a year ago
Climate Data Science ⭐ 60
Climate Data Science and Earth Observation with Python.
most recent commit 2 years ago
Neuralrdes ⭐ 59
Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
most recent commit a year ago
Gendis ⭐ 59
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
total releases 11most recent commit 2 years ago
Trck ⭐ 49
Query engine for TrailDB
most recent commit 4 years ago
Nolitsa ⭐ 48
A Python module implementing some standard algorithms used in nonlinear time series analysis
most recent commit 3 years ago
Traja ⭐ 47
Python tools for spatial trajectory and time-series data analysis
total releases 35most recent commit 10 months ago
S3m ⭐ 46
A software package for statistically significant shapelet mining
most recent commit a year ago
Singularspectrumanalysis.jl ⭐ 45
A package for performing Singular Spectrum Analysis (SSA) and time-series decomposition
most recent commit a month ago
Bangdb ⭐ 44
BangDB - nosql database
most recent commit 23 days ago
Stockforecast ⭐ 42
🎯 predict the price trend of individual stocks using deep learning and natural language processing
most recent commit 5 years ago
1-100 of 819 projects
Categories
Advertising 📦 8
All Projects
Application Programming Interfaces 📦 107
Applications 📦 174
Artificial Intelligence 📦 69
Blockchain 📦 66
Build Tools 📦 105
Cloud Computing 📦 68
Code Quality 📦 24
Collaboration 📦 27
Command Line Interface 📦 38
Community 📦 79
Companies 📦 60
Compilers 📦 59
Computer Science 📦 73
Configuration Management 📦 37
Content Management 📦 153
Control Flow 📦 187
Data Formats 📦 72
Data Processing 📦 249
Data Storage 📦 116
Economics 📦 56
Frameworks 📦 178
Games 📦 110
Graphics 📦 92
Hardware 📦 137
Integrated Development Environments 📦 43
Learning Resources 📦 139
Legal 📦 24
Libraries 📦 117
Lists Of Projects 📦 19
Machine Learning 📦 313
Mapping 📦 57
Marketing 📦 15
Mathematics 📦 54
Media 📦 214
Messaging 📦 96
Networking 📦 292
Operating Systems 📦 72
Operations 📦 114
Package Managers 📦 50
Programming Languages 📦 173
Runtime Environments 📦 90
Science 📦 42
Security 📦 342
Social Media 📦 23
Software Architecture 📦 65
Software Development 📦 60
Software Performance 📦 53
Software Quality 📦 116
Text Editors 📦 40
Text Processing 📦 118
User Interface 📦 291
User Interface Components 📦 440
Version Control 📦 26
Virtualization 📦 63
Web Browsers 📦 35
Web Servers 📦 23
Web User Interface 📦 167
Top Programming Languages
Javascript  (1,090,060)
Python  (836,862)
Java  (396,315)
Php  (289,821)
Typescript  (266,127)
C Plus Plus  (245,644)
Ruby  (222,621)
C  (186,064)
Shell  (175,562)
C Sharp  (169,379)
Golang  (163,592)
Swift  (66,730)
Rust  (61,591)
R  (59,598)
Objective C  (57,116)
Dart  (56,061)
Kotlin  (49,101)
Lua  (35,607)
Matlab  (31,776)
Perl  (30,633)
Language  (29,988)
Scala  (28,906)
Haskell  (20,613)
Powershell  (19,524)
Clojure  (19,265)
Bash  (18,860)
Coffeescript  (17,224)
Elixir  (16,943)
Assembly  (15,003)
Processing  (13,286)
Julia  (13,275)
Basic  (10,702)
Emacs Lisp  (10,558)
Flow  (10,532)
Erlang  (9,072)
Solidity  (8,893)
Groovy  (8,490)
Scheme  (8,419)
Ocaml  (6,797)
Pascal  (6,570)
Hack  (6,461)
Lisp  (6,345)
Fortran  (5,644)
Elm  (5,505)
Common Lisp  (5,379)
Dlang  (4,763)
Shell Script  (4,727)
Python Library  (4,474)
Crystal  (4,402)
Scripting  (4,218)
Top Projects
Freecodecamp ⭐ 353,860
996.icu ⭐ 263,876
Free Programming Books ⭐ 249,820
Coding Interview University ⭐ 234,090
Awesome ⭐ 220,672
Developer Roadmap ⭐ 212,635
Public Apis ⭐ 209,615
Vue ⭐ 199,611
System Design Primer ⭐ 197,601
React ⭐ 195,230
Tensorflow ⭐ 167,934
Build Your Own X ⭐ 165,260
Bootstrap ⭐ 159,657
You Dont Know Js ⭐ 159,180
Cs Notes ⭐ 156,901
Javascript Algorithms ⭐ 151,359
Ohmyzsh ⭐ 150,386
Python ⭐ 145,251
Flutter ⭐ 145,242
Awesome Python ⭐ 142,001
Gitignore ⭐ 138,733
Linux ⭐ 138,490
Vscode ⭐ 136,934
Javaguide ⭐ 127,508
Javascript ⭐ 127,377
Computer Science ⭐ 123,917
Python 100 Days ⭐ 123,512
Youtube Dl ⭐ 113,542
Fucking Algorithm ⭐ 110,396
The Art Of Command Line ⭐ 109,914
React Native ⭐ 105,024
Go ⭐ 104,049
Awesome Selfhosted ⭐ 103,828
Electron ⭐ 103,793
30 Seconds Of Code ⭐ 102,805
D3 ⭐ 101,796
Create React App ⭐ 97,104
Axios ⭐ 95,834
Free Programming Books Zh_cn ⭐ 94,901
Next.js ⭐ 93,062
Kubernetes ⭐ 92,328
Node ⭐ 90,542
Awesome Go ⭐ 88,320
Three.js ⭐ 85,553
Deno ⭐ 85,410
Terminal ⭐ 85,389
Typescript ⭐ 84,486
Angular ⭐ 84,020
Ant Design ⭐ 81,977
Nodebestpractices ⭐ 81,676
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2022 Awesome Open Source.  All rights reserved.