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zieglerhm_CDMSmith
Hi all,   I'm attempting to load a featureclass into a numpy array and then a pandas data frame. Creating the numpy array has been straight-forward. However, I keep getting an error when I attempt to then create a data frame from the array: #Import libraries import arcpy, numpy, scipy, sklearn, pandas, seaborn, matplotlib, arcgisscripting,… (Show more)
in Data Science
DWright-esristaff
Motivation Amazon recently released a deep learning enabled camera called the DeepLens (https://aws.amazon.com/deeplens/). The DeepLens allows developers to build, train, and deploy deep learning models to carry out custom computer vision tasks. The Applications Prototype Lab obtained a DeepLens and began to explore its capabilities and… (Show more)
zieglerhm_CDMSmith
Hi, I'm attempting to use sklearn.ensemble.RandomForestClassifier as a regression, but when I run it, I get the following error regarding my dependent variable y:  ValueError: Unknown label type: 'continuous'
in Data Science
DWright-esristaff
This week we will be discussing the third annual Esri Science Symposium. The Symposium started in 2015 by Esri’s Chief Scientist Dawn Wright as a reception for the 300 scientists of the GIS community attending the UC. In 2016, the reception expanded into the first actual Symposium with a keynote speaker, reaction discussion panel, and an audience… (Show more)
DWright-esristaff
Dear Colleague,   As an attendee of either the 2018 Esri Education Summit or the 2018 Esri User Conference, you are warmly invited to a special event, the Esri Science Symposium.   When & Where: Tuesday, July 10, 2018 4:00-6:30 pm San Diego Convention Center (SDCC) Ballroom 20 D The 2018 symposium will include the following: A keynote address… (Show more)
DWright-esristaff
See this important blog post by Orhun Aydin of Esri's Spatial Statistics Team where he describes different means of integrating space into scientific problem solving, with an eye toward generic (non-spatial) machine learning, spatial machine learning, and non-spatial machine learning with geoenriched predictors.   The Science of Where in a Warming… (Show more)