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42 search results found

Data Science ⭐ 3,898

Collection of useful data science topics along with articles, videos, and code

Awesome Ts Anomaly Detection ⭐ 2,320

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

Plotly Resampler ⭐ 880

Visualize large time series data with plotly.py

ELKI Data Mining Toolkit

Collapse ⭐ 556

Advanced and Fast Data Transformation in R

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

Awesome Python Data Science Books ⭐ 242

Probably the best curated list of data science books in Python

Time Series Analysis With Python Cookbook ⭐ 183

Time Series Analysis with Python Cookbook, published by Packt

Stingray ⭐ 151

Anything can happen in the next half hour (including spectral timing made easy)!

Timeline Sankey ⭐ 85

A project to visualize time range series data using the Sankey diagram.

Temporal.jl ⭐ 82

Time series implementation for the Julia language focused on efficiency and flexibility

Awesome Python Machine Learning Resources ⭐ 77

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

Econometrics With Python ⭐ 77

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

TSrepr: R package for time series representations

Time series to visibility graphs.

Mathematicavsr ⭐ 51

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

Kaggle Study ⭐ 47

TIA(Today I Analyzed) - Data Analysis, Kaggle Study

enlopy is an open source python library with methods to generate, process, analyze, and plot energy related timeseries.

Libmaxdiv ⭐ 41

Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.

multi-dimensional, multi-sensor, multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

Covid19 Italy Integrated Surveillance Data ⭐ 30

COVID-19 integrated surveillance data provided by the Italian Institute of Health and processed via UnrollingAverages.jl to deconvolve the weekly moving averages.

Shapley_regressions ⭐ 22

Statistical inference on machine learning or general non-parametric models

Data Viz Utils ⭐ 18

Functions for easily making publication-quality figures with matplotlib.

Advanced Pandas ⭐ 17

Pandas is a powerful tool for data exploration and analysis (including timeseries).

Notebooks ⭐ 16

Tutorial notebooks for Stingray

Wikichron ⭐ 16

Data visualization tool for wikis evolution

Sknifedatar ⭐ 16

sknifedatar is a package that serves primarily as an extension to the modeltime 📦 ecosystem. In addition to some functionalities of spatial data and visualization.

Mathepideeplearning ⭐ 15

Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.

Rastercube ⭐ 15

rastercube is a python library for big data analysis of georeferenced time series data (e.g. MODIS NDVI)

Correlationmatrix ⭐ 13

correlationMatrix is a Python powered library for the statistical analysis and visualization of correlations

ETA is a graphical event-driven programming language for time-tag processing.

Eq Python Client ⭐ 12

Python library for Energy Quantified's Time Series API.

Time Series Analysis Prophet Youtube ⭐ 11

Time Series Analysis project with Prophet.

Routines for exploratory data analysis.

This repository contains code and bonus content which will be added from time to time for the books "Learning Generative Adversarial Network- GAN" and "R Data Analysis Cookbook - 2nd Edition" by Packt

An idiomatic kotlin dataframe toolkit for data engineering tasks of any size dataset

Time-Series Momentum Strategies

Disentangling period signals from correlated noise in a periodogram framework

Flyingkoala ⭐ 8

FlyingKoala turns Excel into a user interface for defining calculations in Python and so reduces the complexity for humans translating from Excel to Python and makes the calculations more transparent to other domain experts, managers, bankers and auditors.

Covid 19_piedmont ⭐ 7

COVID-19 Surveillance Data Modelling and Management Pipeline in Piedmont.

Hotstepper ⭐ 7

A Numpy based step function library for analysis and profit. More than just taking you up and down.

Sparklyr.flint ⭐ 7

Sparklyr extension making Flint time series library functionalities (https://github.com/twosigma/flint) easily accessible through R

Financetools.jl ⭐ 7

Various tools to process financial time series

Exploratory_data_analysis_and_ml_projects ⭐ 6

Several datasets are manipulated, visualized, and analyzed with well-known ML Algorithms to make predictions, clustering, or classifications.

Portfolio optimization package in Python.

Financial_crash_landscape_analysis_using_tda ⭐ 6

Topological Data Analysis of a Financial Time Series for insights from Landscapes for detecting Financial Crashes

🔬 Quantitative analysis and management for financial applications.

Analyze YSOVAR lightcurves

Anomaly Detection ⭐ 5

Anomaly detection in time-series networks. Spatio-temporal Anomaly Detection

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