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wiki:machlearn [2019/06/06 12:08] (current)
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 +====== Machine Learning ======
 +
 +===== Estimating nitrogen and phosphorus concentrations in streams and rivers across the contiguous United States: a machine learning framework =====
 +
 +Paper at https://​peerj.com/​preprints/​27585/​
 +
 +
 +[[ http://​www.spatial-ecology.net/​ost4sem/​lecture/​GeoComp_ML.pdf ​ | Presentation:​ Geocomputation in machine
 +learning domain ]]\\
 +
 +[[ http://​www.spatial-ecology.net/​ost4sem/​lecture/​Fundamental_ML_theory.pdf ​ | Presentation:​ Random Forest in Geocomputation ]]\\
 +
 +[[ http://​www.spatial-ecology.net/​ost4sem/​lecture/​Neural_Networks_Matera_v4.pdf | Presentation:​ Artificial Neural Network in Geocomputation ]]\\
 +
 +[[ https://​xmindshare.s3.amazonaws.com/​preview/​af6c68942231427888ee90e1b5f6d4c6UZdihkzL-ayGmU-501.png | machine learning framework2 ]] 
 +[[ https://​jixta.files.wordpress.com/​2015/​11/​machinelearningalgorithms.png | machine learning framework2 ]] 
 +
 +  * [[ wiki:​reg_randomForest | Regression with Random Forest ]]
 +  * [[ wiki:​reg_neuronetwork | Regression with Artificial Neural Network (TensorFlow & Keras)]]
 +
 +
 +https://​github.com/​YaleDHLab/​lab-workshops/​tree/​master/​machine-learning
wiki/machlearn.txt ยท Last modified: 2019/06/06 12:08 (external edit)