Add papers/write-math-paper

documents/papers/write-math-paper/figures/errors-by-epoch-pretraining/Makefile

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+SOURCE = errors-by-epoch-pretraining
+DELAY = 80
+DENSITY = 300
+WIDTH = 512
+
+make:
+	pdflatex $(SOURCE).tex -output-format=pdf
+	make clean
+
+clean:
+	rm -rf  $(TARGET) *.class *.html *.log *.aux *.data *.gnuplot
+
+gif:
+	pdfcrop $(SOURCE).pdf
+	convert -verbose -delay $(DELAY) -loop 0 -density $(DENSITY) $(SOURCE)-crop.pdf $(SOURCE).gif
+	make clean
+
+png:
+	make
+	make svg
+	inkscape $(SOURCE).svg -w $(WIDTH) --export-png=$(SOURCE).png
+
+transparentGif:
+	convert $(SOURCE).pdf -transparent white result.gif
+	make clean
+
+svg:
+	make
+	#inkscape $(SOURCE).pdf --export-plain-svg=$(SOURCE).svg
+	pdf2svg $(SOURCE).pdf $(SOURCE).svg
+	# Necessary, as pdf2svg does not always create valid svgs:
+	inkscape $(SOURCE).svg --export-plain-svg=$(SOURCE).svg
+	rsvg-convert -a -w $(WIDTH) -f svg $(SOURCE).svg -o $(SOURCE)2.svg
+	inkscape $(SOURCE)2.svg --export-plain-svg=$(SOURCE).svg
+	rm $(SOURCE)2.svg

documents/papers/write-math-paper/figures/errors-by-epoch-pretraining/errors-by-epoch-pretraining.tex

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+\begin{tikzpicture}
+    \begin{axis}[
+            axis x line=middle,
+            axis y line=middle,
+            enlarge y limits=true,
+            xmin=0,
+            % xmax=1000,
+            ymin=0.18, ymax=0.4,
+            minor ytick={0, 0.01, ..., 1},
+            % width=15cm, height=8cm,     % size of the image
+            grid = both,
+            minor grid style={dashed, gray!30},
+            major grid style={gray!40},,
+            %grid style={dashed, gray!30},
+            ylabel=error,
+            xlabel=epoch,
+            legend cell align=left,
+            legend style={
+                at={(0.5,-0.1)},
+                anchor=north,
+                legend columns=2
+            }
+         ]
+          \addplot[mark=x,green] table [each nth point=20,x=epoch, y=testerror, col sep=comma] {baseline-1.csv};
+          \addplot[mark=x,orange] table [each nth point=20,x=epoch, y=testerror, col sep=comma] {baseline-2.csv};
+          \addplot[mark=x,red] table [each nth point=20,x=epoch, y=testerror, col sep=comma] {baseline-2-pretraining.csv};
+          \legend{{1 hidden layer},
+                  {2 hidden layers},
+                  {2 hidden layers with pretraining}}
+    \end{axis}
+\end{tikzpicture}