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Advanced Forecasting with Python最新文献

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Model Selection 模型选择
Advanced Forecasting with Python Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-7150-6_21
Joos Korstanje
{"title":"Model Selection","authors":"Joos Korstanje","doi":"10.1007/978-1-4842-7150-6_21","DOIUrl":"https://doi.org/10.1007/978-1-4842-7150-6_21","url":null,"abstract":"","PeriodicalId":408870,"journal":{"name":"Advanced Forecasting with Python","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125053013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RNNs Using SimpleRNN and GRU 使用SimpleRNN和GRU的rnn
Advanced Forecasting with Python Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-7150-6_17
Joos Korstanje
{"title":"RNNs Using SimpleRNN and GRU","authors":"Joos Korstanje","doi":"10.1007/978-1-4842-7150-6_17","DOIUrl":"https://doi.org/10.1007/978-1-4842-7150-6_17","url":null,"abstract":"","PeriodicalId":408870,"journal":{"name":"Advanced Forecasting with Python","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124127919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LSTM RNNs
Advanced Forecasting with Python Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-7150-6_18
Joos Korstanje
{"title":"LSTM RNNs","authors":"Joos Korstanje","doi":"10.1007/978-1-4842-7150-6_18","DOIUrl":"https://doi.org/10.1007/978-1-4842-7150-6_18","url":null,"abstract":"","PeriodicalId":408870,"journal":{"name":"Advanced Forecasting with Python","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125639682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The kNN Model kNN模型
Advanced Forecasting with Python Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-7150-6_13
Joos Korstanje
{"title":"The kNN Model","authors":"Joos Korstanje","doi":"10.1007/978-1-4842-7150-6_13","DOIUrl":"https://doi.org/10.1007/978-1-4842-7150-6_13","url":null,"abstract":"","PeriodicalId":408870,"journal":{"name":"Advanced Forecasting with Python","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127956067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neural Networks 神经网络
Advanced Forecasting with Python Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-7150-6_16
Joos Korstanje
{"title":"Neural Networks","authors":"Joos Korstanje","doi":"10.1007/978-1-4842-7150-6_16","DOIUrl":"https://doi.org/10.1007/978-1-4842-7150-6_16","url":null,"abstract":"","PeriodicalId":408870,"journal":{"name":"Advanced Forecasting with Python","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114787828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gradient Boosting with XGBoost and LightGBM 渐变增强与XGBoost和LightGBM
Advanced Forecasting with Python Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-7150-6_15
Joos Korstanje
{"title":"Gradient Boosting with XGBoost and LightGBM","authors":"Joos Korstanje","doi":"10.1007/978-1-4842-7150-6_15","DOIUrl":"https://doi.org/10.1007/978-1-4842-7150-6_15","url":null,"abstract":"","PeriodicalId":408870,"journal":{"name":"Advanced Forecasting with Python","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114976294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
The Prophet Model 先知模型
Advanced Forecasting with Python Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-7150-6_19
Joos Korstanje
{"title":"The Prophet Model","authors":"Joos Korstanje","doi":"10.1007/978-1-4842-7150-6_19","DOIUrl":"https://doi.org/10.1007/978-1-4842-7150-6_19","url":null,"abstract":"","PeriodicalId":408870,"journal":{"name":"Advanced Forecasting with Python","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121056713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Advanced Forecasting with Python: With State-of-the-Art-Models Including LSTMs, Facebook’s Prophet, and Amazon’s DeepAR 使用Python进行高级预测:使用最先进的模型，包括LSTMs、Facebook的Prophet和亚马逊的DeepAR
Advanced Forecasting with Python Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-7150-6
Joos Korstanje
{"title":"Advanced Forecasting with Python: With State-of-the-Art-Models Including LSTMs, Facebook’s Prophet, and Amazon’s DeepAR","authors":"Joos Korstanje","doi":"10.1007/978-1-4842-7150-6","DOIUrl":"https://doi.org/10.1007/978-1-4842-7150-6","url":null,"abstract":"","PeriodicalId":408870,"journal":{"name":"Advanced Forecasting with Python","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123784856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
The DeepAR Model DeepAR模型
Advanced Forecasting with Python Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-7150-6_20
Joos Korstanje
{"title":"The DeepAR Model","authors":"Joos Korstanje","doi":"10.1007/978-1-4842-7150-6_20","DOIUrl":"https://doi.org/10.1007/978-1-4842-7150-6_20","url":null,"abstract":"","PeriodicalId":408870,"journal":{"name":"Advanced Forecasting with Python","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114165045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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