2 ��� Talk.nb Automatic Machine Learning & Symbolic Neural Networks in the Wolfram Language Etienne Bernard - Wolfram Research
[email protected] Talk.nb ���3 4 ��� Talk.nb Wolfram Language ◼ 1988: Mathematica �������� Solve[3*x+2⩵ 0, x] 2 �������� x→- 3 �������� DSolve[y'[x] == 10*y[x], y[x], x] 10 x �������� y[x]→ⅇ 1 �������� Plot3D[Sin[x]* y,{x, 1, 10},{y, 1, 2}] �������� ◼ 5000+ functions ◼ http://reference.wolfram.com/language/ Talk.nb ���5 ◼ Coherent ◼ High level � BlurFacesimage_:= FoldblurSingleFace, image, FindFacesimage,"Position", "Image" blurSingleFaceimage_, face_:= ImageComposeimage, Blurface["Image"], 50, face" Position 6 ��� Talk.nb ��������� BlurFaces ��������� ◼ Knowledge based ��������� ����� ��������� ������ ����� Interval Year: 2012 , Day: Thu 14 Nov 2019 Talk.nb ���7 @ ����� �� ��� ���� �� �� ��� ���� ��������� Normal TimeSeries ���� ������� ���� Tue 3 Jan 2012 00:00:00 GMT-8. , $24.54 , Wed 4 Jan 2012 00:00:00 GMT-8. , $25.11 , Thu 5 Jan 2012 00:00:00 GMT-8. , $25.40 , ⋯ 1975⋯ , Mon 11 Nov 2019 00:00:00 GMT-8. , $58.35 , ��������� Tue 12 Nov 2019 00:00:00 GMT-8. , $58.20 , Wed 13 Nov 2019 00:00:00 GMT-8. , $57.89 ����� ������ ���� ���� ���� ���� ���� ��� ��� ���� �������� ����� �� ��� ���� �� �� ��� ���� ��������� DateListPlot TimeSeries ���� ������� ���� 60 50 40 ��������� 30 20 10 0 2012 2014 2016 2018 2020 8 ��� Talk.nb Classify ��������� scrapeImages[string_]:= Thread[WebImageSearch[string, "Thumbnails", MaxItems→ 30]→ string] ��������� classes={"Google logo", "Intel logo", "Apple logo", "Facebook