25 results found Sort:

Nixtla
statsforecast Nixtla
302
4.2k
apache-2.0
38
Lightning ⚡️ fast forecasting with statistical and econometric models.
ets mstl arima naive theta automl python prophet baselines fbprophet statistics forecasting predictions time-series data-science econometrics neuralprophet seasonal-naive machine-learning exponential-smoothing
Created 2021-11-24
1,366 commits to main branch, last one 12 days ago
uber
orbit uber
135
2.0k
other
34
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
pyro stan arima orbit pystan python pytorch bayesian forecast regression changepoint forecasting time-series probabilistic bayesian-methods machine-learning regression-models bayesian-statistics exponential-smoothing probabilistic-programming
Created 2020-01-07
927 commits to dev branch, last one 8 months ago
alkaline-ml
pmdarima alkaline-ml
239
1.6k
mit
35
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
arima python sarimax pmdarima forecasting time-series econometrics machine-learning forecasting-models
Created 2017-03-30
1,082 commits to master branch, last one 4 months ago
skforecast
skforecast skforecast
153
1.3k
bsd-3-clause
8
Time series forecasting with machine learning models
arima python sarimax xgboost lightgbm forecasting time-series data-science scikit-learn machine-learning direct-forecasting exogenous-predictors lstm-neural-networks quantile-forecasting multi-step-forecasting backtesting-forecasters multi-series-forecasting probabilistic-forecasting autoregressive-forecasting multiple-time-series-forecasting
Created 2021-02-10
4,539 commits to master branch, last one 12 days ago
AutoViML
Auto_TS AutoViML
116
750
apache-2.0
21
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.
tpot arima automl python prophet python3 sklearn autokeras auto-arima autosklearn time-series auto-sklearn auto-timeseries time-series-analysis
Created 2020-02-15
300 commits to master branch, last one 11 months ago
kaushikjadhav01
Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis kaushikjadhav01
235
745
mit
28
Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts ...
lstm arima flask keras python tweepy twitter yfinance wordpress tensorflow alphavantage stock-market machine-learning linear-regression sentiment-analysis stock-price-prediction
Created 2020-06-13
42 commits to master branch, last one about a year ago
business-science
modeltime business-science
85
552
other
28
Modeltime unlocks time series forecast models and machine learning in one framework
ets time arima tbats prophet modeltime r-package tidymodels timeseries forecasting time-series data-science tidymodeling deep-learning machine-learning time-series-analysis timeseries-forecasting machine-learning-algorithms
Created 2020-04-17
798 commits to master branch, last one 5 months ago
pyaf
load_forecasting pyaf
161
538
mit
11
Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models
gru rnn ses sma wma lstm arima machine-learning time-series-forecasting electric-load-forecasting
Created 2018-01-19
71 commits to master branch, last one 4 months ago
gmonaci
ARIMA gmonaci
141
315
unknown
6
Simple python example on how to use ARIMA models to analyze and predict time series.
arima python arima-model arima-forecasting time-series-analysis
Created 2018-01-30
7 commits to master branch, last one 7 years ago
DataForScience
Timeseries DataForScience
112
254
mit
18
Timeseries for everyone
arima tutorial timeseries arima-model forecasting data-science arima-forecasting
Created 2019-07-22
27 commits to master branch, last one about a year ago
billchen198318
bamboobsc billchen198318
109
229
apache-2.0
43
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 s...
bsc jsp kpi dojo java pdca swot arima groovy struts2 strategy bsc-vision kpi-report jasperreports swot-analysis balanced-scorecard plan-do-check-action strategic-management time-series-analysis
Created 2015-03-20
508 commits to master branch, last one 3 years ago
alimohammadiamirhossein
CryptoPredictions alimohammadiamirhossein
48
184
unknown
6
CryptoCurrency prediction using machine learning and deep learning
gru lstm arima orbit bitcoin prophet sarimax xgboost trading-bot random-forest cryptocurrency trading-systems technical-analysis bitcoin-price-prediction cryptocurrency-prediction
Created 2023-02-04
101 commits to main branch, last one about a year ago
FilippoMB
python-time-series-handbook FilippoMB
26
126
mit
4
Book and material for the course "Time series analysis with Python" (STA-2003)
arima course prophet chaos-theory stationarity kalman-filter moving-average unit-root-test fourier-transform signal-processing non-linear-dynamics reservoir-computing quantitative-finance time-series-analysis exponential-smoothing time-series-clustering time-series-forecasting multivariate-time-series recurrent-neural-networks time-series-classification
Created 2024-04-11
99 commits to main branch, last one 15 days ago
manthanthakker
BitcoinPrediction manthanthakker
31
94
mit
5
CryptoCurrency prediction using Deep Recurrent Neural Networks
rnn arima reddit bitcoin reddit-api time-series yahoo-finance crypto-compare cryptocurrency machine-learning bitcoin-price-data bitcoin-price-prediction cryptocurrency-prediction
Created 2018-12-21
19 commits to master branch, last one 2 years ago
config-i1
smooth config-i1
21
90
unknown
5
The set of functions used for time series analysis and in forecasting.
ces ets arima forecast r-package state-space time-series arima-forecasting exponential-smoothing
Created 2016-01-25
2,609 commits to master branch, last one 18 hours ago
zemlyansky
arima zemlyansky
18
85
unknown
4
ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting in the browser and Node.js
wasm arima sarima sarimax autoarima prediction timeseries forecasting webassembly
Created 2020-04-28
17 commits to master branch, last one 3 years ago
englianhu
binary.com-interview-question englianhu
30
65
gpl-3.0
7
次元期权应征面试题范例。 #易经 #道家 #十二生肖 #姓氏堂号子嗣贞节牌坊 #天文历法 #张灯结彩 #农历 #夜观星象 #廿四节气 #算卜 #紫微斗数 #十二时辰 #生辰八字 #命运 #风水 《始祖赢政之子赢家黄氏江夏堂联富•秦谏——大秦赋》 万般皆下品，唯有读书高。🚩🇨🇳🏹🦔中科红旗，歼灭所有世袭制可兰经法家回教徒巫贼巫婆、洋番、峇峇娘惹。https://gitee.com/engl...
acd dao ets mcmc arima garch qinren betting daojiao bayesian investment qinrenmuma statistics elastic-net kelly-criterion lasso-regression ridge-regression markowitz-portfolio investment-portfolio investment-strategies
Created 2017-01-11
1,242 commits to 世博量化研究院 branch, last one 14 days ago
biolab
orange3-timeseries biolab
41
65
other
11
🍊 :chart_with_upwards_trend: Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.
time arima orange sequence prediction timeseries forecasting time-series visualization autoregressive
Created 2016-07-12
576 commits to master branch, last one about a year ago
rafat
ctsa rafat
27
63
other
6
A Univariate Time Series Analysis and ARIMA Modeling Package in ANSI C. Updated with SARIMAX and Auto ARIMA.
c cpp arima sarimax auto-arima time-series
Created 2014-10-30
127 commits to master branch, last one 2 months ago
XiaoTaoWang
HiC_pipeline XiaoTaoWang
20
57
gpl-3.0
5
An easy-to-use Hi-C data processing software supporting distributed computation.
hi-c arima pairs cooler python pipeline bioinformatics 4d-nucleome-network chromosome-conformation-capture
Created 2014-12-16
407 commits to master branch, last one 7 months ago
JuliaDynamics
ARFIMA.jl JuliaDynamics
2
52
mit
4
Simulate stochastic timeseries that follow ARFIMA, ARMA, ARIMA, AR, etc. processes
arma arima arfima stochastic timeseries autoregressive moving-average
Created 2019-10-10
33 commits to master branch, last one about a year ago
jschiefner
photovoltaic-power-prediction jschiefner
6
47
unknown
0
Photovoltaic power prediction based on weather data for my bachelor thesis
svr arima power solar prediction forecasting machine-learning arima-forecasting support-vector-regression
Created 2019-07-29
39 commits to master branch, last one 5 years ago
sarthak-chakraborty
PARIMA sarthak-chakraborty
11
46
mit
1
PARIMA is a viewport adaptive 360-degree video streaming algorithm that takes into account the prime object trajectories as well as the head movement logs to predict the future viewports accurately
arima viewport 360-video multimedia passive-aggressive viewport-prediction
Created 2020-04-06
52 commits to master branch, last one 2 years ago
AlbertoAlmuinha
garchmodels AlbertoAlmuinha
9
34
other
2
The Tidymodels Extension for GARCH models
arima garch arfima parsnip tidymodels garch-models
Created 2021-04-05
24 commits to master branch, last one 2 years ago
AliAmini93
Post-Services-Forecasting AliAmini93
3
14
mit
1
In 2021, a precise forecast of Iran Post's 2021-2022 income was achieved using ARIMA, with only a 1.5\% error. This approach was subsequently extended to estimate the income and traffic for 2022-2023.
arima sarima income-prediction traffic-prediction time-series-analysis
Created 2022-07-27
10 commits to main branch, last one 2 years ago