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集合主题趋势排行榜
#

arima

Website
Wikipedia
https://static.github-zh.com/github_avatars/Nixtla?size=40
Nixtla / statsforecast

#计算机科学#Lightning ⚡️ fast forecasting with statistical and econometric models.

time-series统计forecastingarimaeconometrics机器学习Pythonexponential-smoothingetsbaselinesnaivefbprophetprophetautoml数据科学
Python 4.47 k
1 天前
uber/orbit
https://static.github-zh.com/github_avatars/uber?size=40
uber / orbit

#计算机科学#A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Pythonforecastingbayesianexponential-smoothingpyrostanpystanprobabilistic-programmingprobabilisticforecastorbittime-seriesregressionarimabayesian-methodsbayesian-statistics机器学习regression-modelsPyTorch
Python 1.99 k
2 个月前
alkaline-ml/pmdarima
https://static.github-zh.com/github_avatars/alkaline-ml?size=40
alkaline-ml / pmdarima

#计算机科学#A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

arimatime-seriesforecastingforecasting-modelsPythoneconometrics机器学习
Python 1.67 k
9 个月前
https://static.github-zh.com/github_avatars/kaushikjadhav01?size=40
kaushikjadhav01 / Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis

#计算机科学#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 ...

stock-marketstock-price-predictionFlaskX (Twitter)tweepysentiment-analysis机器学习arimalstmlinear-regressionPythonalphavantageKerasTensorflowWordPress
Python 795
1 年前
https://static.github-zh.com/github_avatars/alimohammadiamirhossein?size=40
alimohammadiamirhossein / CryptoPredictions

#区块链#CryptoCurrency prediction using machine learning and deep learning

比特币bitcoin-price-prediction加密货币orbittechnical-analysistrading-bottrading-systemslstmprophetarimagrurandom-forestxgboost
Python 207
2 年前
https://static.github-zh.com/github_avatars/SimonWang00?size=40
SimonWang00 / salesPredict

基于ARIMA时间序列的销量预测模型,实际预测准确率达90%以上,内含有测试记录和实际上线效果。

arimaPython数据科学data-mining数据可视化数据分析data
Python 103
6 年前
https://static.github-zh.com/github_avatars/biolab?size=40
biolab / orange3-timeseries

#时序数据库#🍊 📈 Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.

orangetime-seriestimeseriesforecastingtimepredictionarimaautoregressivesequence可视化
Python 65
4 个月前
https://static.github-zh.com/github_avatars/XiaoTaoWang?size=40
XiaoTaoWang / HiC_pipeline

An easy-to-use Hi-C data processing software supporting distributed computation.

PythonpipelineBioinformaticsarima
Python 61
1 年前
https://static.github-zh.com/github_avatars/sarthak-chakraborty?size=40
sarthak-chakraborty / PARIMA

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

viewportarimamultimedia
Python 49
2 年前
https://static.github-zh.com/github_avatars/jschiefner?size=40
jschiefner / photovoltaic-power-prediction

#计算机科学#Photovoltaic power prediction based on weather data for my bachelor thesis

solarpowerforecastingprediction机器学习arima
Python 47
4 年前
https://static.github-zh.com/github_avatars/newellp88?size=40
newellp88 / V20pyPro

#计算机科学#Machine learning, database, and quant tools for forex trading.

机器学习financial-marketspredictionquanttechnical-indicatorsensemblearima
Python 46
7 年前
https://static.github-zh.com/github_avatars/xqnwang?size=40
xqnwang / darima

Distributed ARIMA Models

distributed-computingApache Sparkarimatime-series-forecasting
Python 26
3 年前
https://static.github-zh.com/github_avatars/adevinta?size=40
adevinta / forecastout

Python library to forecast univariate time series through backtesting model selection

arimaforecastprophetpython-libraryrandom-forest
Python 22
1 年前
https://static.github-zh.com/github_avatars/dataiku?size=40
dataiku / dss-plugin-timeseries-forecast

#计算机科学#Dataiku DSS plugin to automate time series forecasting with Deep Learning and statistical models 📈

forecastforecastingtime-series深度学习arimadeepartransformer
Python 19
2 年前
https://static.github-zh.com/github_avatars/sankeer28?size=40
sankeer28 / stock-predictor

Multi algorithm stock predictor built using Python and Streamlit

人工智能arimagbmknnlstmstockstock-analysisstock-datastock-price-predictionstock-tradingxgboost
Python 11
5 个月前
https://static.github-zh.com/github_avatars/stepulak?size=40
stepulak / time-series-forecasting

Python scripts for time series forecasting using ARIMA and LSTM recurrent neural networks

Pythonarimatime-series-forecasting
Python 11
5 年前
https://static.github-zh.com/github_avatars/BenZickel?size=40
BenZickel / torch_arima

ARIMA time series implementation in PyTorch with optional support for Bayesian priors.

arimabayesianpyroPyTorchtime-series-analysisbayesian-inference
Python 9
5 个月前
https://static.github-zh.com/github_avatars/caciitg?size=40
caciitg / Air-Quality-Index-Prediction

#计算机科学#Detects PM2.5 levels based on daily atmospheric conditions

time-series-forecasting数据可视化arimaPythonDjangoHTML机器学习seabornmatplotlibtime-series
Python 9
4 年前
https://static.github-zh.com/github_avatars/kanch91?size=40
kanch91 / project-energy

Time-series analysis of the electricity load consumption in the Mumbai Metropolitan Region.

deep-learning-modelsstatistical-modelsarimarnn-modelkeras-tensorflowforecastingtime-series-analysis
Python 8
4 年前
https://static.github-zh.com/github_avatars/mustafaaydn?size=40
mustafaaydn / sarimax-models

Estimate S-ARIMA-X models with Stochastic Gradient Descent or Kalman Filter

arimakalman-filter
Python 5
2 年前
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