Topic: forecasting

facebook / prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linea…

Python Updated Mar 22, 2019 3 issues need help

NirantK / awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

deep-learning forecasting machine-learning classification series-forecasting image-classification awesome-list awesome dataset multi-label-classification

Updated Feb 21, 2019

robjhyndman / forecast

703

forecast package for R

forecasting forecast cran r

R Updated Mar 20, 2019

sjvasquez / web-traffic-forecasting

393

Kaggle | Web Traffic Forecasting 📈

time-series forecasting convolutional-neural-networks tensorflow

Python Updated Jan 17, 2018

scorpionhiccup / StockPricePrediction

364

Stock Price Prediction using Machine Learning Techniques

machine-learning supervised-learning stock-price-forecasting forecasting rnn lstm lstm-neural-networks video concept-video analysis

Jupyter Notebook Updated Feb 21, 2018

nilmtk / nilmtk

348

Non-Intrusive Load Monitoring Toolkit (nilmtk)

disaggregation python nilm energy forecasting algorithms ipython-notebook energy-disaggregation nilmtk nilm-algorithms

Python Updated Jan 14, 2019

bashtage / arch

333

ARCH models in Python

arch volatility bootstrap multiple-comparison-procedures forecasting risk financial-econometrics time-series unit-root dickey-fuller adf phillips-perron df-gls reality-check spa model-confidence-set finance variance

Python Updated Mar 19, 2019 1 issue needs help

tgsmith61591 / pmdarima

277

A package that brings R's beloved auto.arima to Python, making an even stronger case for why Python > R for data scie…

arima time-series forecasting forecasting-models python

Python Updated Feb 10, 2019 1 issue needs help

business-science / timetk

164

A toolkit for working with time series in R

time-series timeseries tidyverse dplyr tidyquant tidy tibble coercion-functions time forecasting forecast forecasting-models coercion series-decomposition series-signature machine-learning data-mining

R Updated May 14, 2018

RamiKrispin / TSstudio

159

Tools for time series analysis and forecasting

r timeseries forecasting visualization tsstudio

R Updated Mar 15, 2019

antoinecarme / pyaf

134

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

Python Updated Feb 3, 2019

tidyverts / fable

129

Tidy time series forecasting

forecasting

R Updated Mar 21, 2019

signaflo / java-timeseries

97

Time series analysis in Java

java timeseries time-series forecasting forecasts

Java Updated Dec 27, 2018

KevinFasusi / supplychainpy

90

Supplychainpy is a Python library for supply chain analysis, modelling and simulation. The library assists a workflow…

python analyst flask operations-research forecasting monte-carlo-simulation supply-chain logistics

JavaScript Updated Mar 31, 2018

PecanProject / pecan

88

The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.

ecosystem-model pecan r national-science-foundation ecosystem-science bayesian plants meta-analysis data-science data-assimilation forecasting cyberinfrastructure

R Updated Mar 22, 2019

Unidata / awips2

78

Weather forecasting display and analysis package developed by NWS/Raytheon, released as open source software by Unidata.

meteorology forecasting hdf5 gempak data-visualization data-server awips java spring python httpd-server postgresql hibernate python-awips cave awips-data edex foss

Java Updated Mar 21, 2019

euclidjda / deep-quant

58

Deep learning for forecasting company fundamental data

machine-learning forecasting deep-learning wrds investing quantitative-finance

Python Updated Mar 21, 2019

PetoLau / petolau.github.io

50

Blog about time series data mining in R.

blog data-mining data-visualization time-series r forecasting data-science data-analysis time-series-analysis

Forked from barryclark/jekyll-now R Updated Feb 3, 2019

bearloga / maltese

46

Little R utility package for making time series data more machine learning-friendly

machine-learning time-series forecasting rstats r-package r

R Updated Nov 20, 2018

Seanny123 / da-rnn

44

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

deep-learning neural-networks forecasting pytorch

Python Updated Mar 11, 2019

aj-cloete / pySSA

43

Singular Spectrum Analysis for time series forecasting in Python

ssa caterpillar-ssa singular spectrum analysis singular-spectrum-analysis forecasting time-series-analysis time series decomposition

Jupyter Notebook Updated Apr 10, 2017

shellshock1911 / Sky-Cast-Capstone

41

Sky Cast: A Comparison of Modern Techniques for Forecasting Time Series

time-series machine-learning recurrent-neural-networks arima forecasting forecasting-models time-series-prediction time-series-forecasting neural-networks deep-learning aviation

Jupyter Notebook Updated Jan 24, 2018

robjhyndman / fpp2-package

40

All data sets required for the examples and exercises in the book "Forecasting: principles and practice" by Rob J Hyn…

r cran forecasting data

R Updated Nov 5, 2018

WFRT / verif

38

Software for verifying weather forecasts

weather prediction evaluation verification forecasting statistics

Python Updated Mar 22, 2019

wolfws / keras-tensorflow-financial-time-series-signal-forecast

37

Financial Time Series Price forecast using Keras for Tensorflow. RNN LSTM

multivariate forecasting tensorflow keras backtester time-series portfolio-optimization

Python Updated Feb 5, 2017

PYFTS / pyFTS

36

A open source library for Fuzzy Time Series in Python

fuzzy-sets fts time-series forecasting forecasting-models fuzzy-time-series probabilistic-forecasting data-science interval time-series-analysis time-series-forecasting econometrics

Python Updated Mar 22, 2019 3 issues need help

FRBNY-TimeSeriesAnalysis / Nowcasting

33

Nowcasting

economics macroeconomics nowcasting forecasting

MATLAB Updated Nov 16, 2018

Unidata / gempak

32

Analysis and product generation for meteorological data.

grib meteorology weather gridded-data satellite radar data-visualization forecasting gempak unidata netcdf4 goes goes16 goes17

C Updated Feb 14, 2019

nabeel-oz / qlik-py-tools

29

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

qlik qlik-sense server-side-extension data-science data-visualization analytics advanced-analytics-integration advanced-analytics python clustering hdbscan forecasting fbprophet facebook-prophet sklearn scikit-learn machine-learning predictive-analytics qlik-oss

Python Updated Mar 19, 2019

keblu / MSGARCH

27

MSGARCH R Package

variance econometrics r forecasting volatility garch