timeseries-analysis
There are 366 repositories under timeseries-analysis topic.
statsmodels/statsmodels
Statsmodels: statistical modeling and econometrics in Python
apache/horaedb
Apache HoraeDB (incubating) is a high-performance, distributed, cloud native time-series database.
qingsongedu/time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
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.
OSGeo/grass
GRASS GIS - free and open-source geospatial processing engine
target/matrixprofile-ts
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
business-science/pytimetk
Time series easier, faster, more fun. Pytimetk.
earthgecko/skyline
Anomaly detection
reservoirpy/reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
microprediction/timemachines
Predict time-series with one line of code.
microprediction/microprediction
If you can measure it, consider it predicted
TheDatumOrg/kshape-python
Python implementation of k-Shape
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
30lm32/ml-projects
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
tr8dr/tseries-patterns
trend / momentum and other patterns in financial timeseries
gaborvecsei/Stocks-Pattern-Analyzer
This tool should help discover different patterns based on similarity measures in historical (financial) data
cuebook/CueObserve
Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases
fusedio/udfs
Public Fused UDFs. Build any scale workflows with the Fused Python SDK and Workbench webapp, and integrate them into your stack with the Fused Hosted API.
zamanzadeh/ts-anomaly-benchmark
Time-Series Anomaly Detection Comprehensive Benchmark
predict-idlab/GENDIS
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
SheikhRabiul/A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-Market
Illegal insider trading of stocks is based on releasing non-public information (e.g., new product launch, quarterly financial report, acquisition or merger plan) before the information is made public. Detecting illegal insider trading is difficult due to the complex, nonlinear, and non-stationary nature of the stock market. In this work, we present an approach that detects and predicts illegal insider trading proactively from large heterogeneous sources of structured and unstructured data using a deep-learning based approach combined with discrete signal processing on the time series data. In addition, we use a tree-based approach that visualizes events and actions to aid analysts in their understanding of large amounts of unstructured data. Using existing data, we have discovered that our approach has a good success rate in detecting illegal insider trading patterns. My research paper (IEEE Big Data 2018) on this can be found here: https://arxiv.org/pdf/1807.00939.pdf
matrix-profile-foundation/go-matrixprofile
golang library for computing matrix profiles along with other time series analysis features
questdb/time-series-streaming-analytics-template
Template to quickstart streaming analytics using Apache Kafka for ingestion, QuestDB for time-series storage and analytics, Grafana for near real-time dashboards, and Jupyter Notebook for data science
hsbc/tslumen
A library for Time Series EDA (exploratory data analysis)
quantsense/TimeSeries_Notebooks_Collections
Jupyter Notebooks Collection for Learning Time Series Models
microprediction/timeseries-notebooks
Hello world univariate examples for a variety of time series packages.
sachin-sinha/BangDB
BangDB - nosql database
sudhamstarun/Understanding-Financial-Reports-using-Natural-Language-Processing
Investigate how mutual funds leverage credit derivatives by studying their routine filings to the SEC using NLP techniques 📈🤑
cryotools/osaris
Scripts to facilitate parallel InSAR processing and analysis of Sentinel-1 time series on HPC clusters based on GMTSAR and Slurm.
JuliaDynamics/RecurrenceAnalysis.jl
Recurrence Quantification Analysis in Julia
QGoGithub/Python_ds_Research
Python based Quant Finance Models, Tools and Algorithmic Decision Making
DidierRLopes/timeseries-cv
Time-Series Cross-Validation Module
naveed88375/AI-ML
A curated list of machine learning and AI projects.
KrishnanSG/pytsal
An easy to use low-code open-source python framework for Time Series analysis, visualization, forecasting along with AutoTS
abdullahf/lstm-kalman-hybrid-timeseries
Hybrid Time Series using LSTM and Kalman Filtering
KishManani/MSTL
Notebook to accompany MSTL article