diff --git a/data/shots.csv b/data/shots.csv new file mode 100644 index 0000000..9271d21 --- /dev/null +++ b/data/shots.csv @@ -0,0 +1,955 @@ +points,x,y +7,-2.5,-3.0 +0,-11.0,-4.0 +9,1.5,2.0 +6,-3.5,4.5 +10,0.5,-1.0 +4,-6.5,1.0 +8,2.5,1.5 +0,12.5,6.5 +10,0.0,-0.5 +6,-4.5,3.5 +7,-3.0,-3.5 +6,5.0,0.0 +0,-10.5,-4.0 +7,-3.5,1.5 +0,-10.5,-1.0 +4,-1.0,-7.0 +8,-1.0,2.5 +8,2.5,-1.5 +7,-1.5,4.0 +6,-4.0,-3.0 +6,-4.5,-1.0 +7,4.0,-0.5 +8,0.0,2.5 +4,6.5,4.0 +8,2.5,-1.5 +7,-2.5,-2.5 +7,-1.0,3.5 +6,4.5,2.5 +7,-4.0,0.0 +7,-4.0,-2.5 +9,2.5,-1.5 +7,1.5,4.0 +6,-5.0,-2.0 +7,-3.0,-2.0 +6,5.0,2.0 +2,8.5,-3.5 +8,-2.0,2.5 +10,-0.5,-1.5 +4,-7.5,1.0 +8,-3.0,-0.5 +8,-1.0,2.5 +8,1.0,-3.0 +10,-1.0,0.5 +10,-1.0,0.5 +9,-1.5,2.0 +7,3.0,3.5 +9,0.0,2.0 +9,-1.5,2.0 +9,-1.0,-1.5 +6,4.5,-1.5 +6,4.5,3.0 +1,10.0,2.5 +5,3.5,4.5 +8,3.0,-1.5 +9,1.5,0.5 +0,10.5,8.0 +7,-3.5,2.5 +8,2.5,-2.0 +3,-8.0,-3.5 +4,7.0,2.0 +8,1.5,2.5 +6,3.5,4.0 +4,-6.5,-3.5 +5,4.0,5.0 +8,1.5,3.0 +6,2.5,-4.0 +9,-2.0,-0.5 +7,-4.0,-0.5 +8,0.5,3.0 +8,1.0,-3.0 +4,6.0,4.0 +6,-4.5,1.0 +9,2.0,0.5 +9,-2.0,-1.5 +5,-5.0,3.5 +5,3.5,-5.5 +10,1.0,-1.0 +9,3.0,1.0 +8,-1.5,-2.5 +3,7.5,4.0 +10,-0.5,1.0 +5,5.0,-3.0 +10,-0.5,1.5 +7,-2.0,3.5 +9,0.0,2.0 +8,-3.0,0.0 +5,-5.5,-3.0 +3,-8.0,2.5 +7,3.5,3.5 +7,1.5,-4.0 +10,0.5,-1.0 +8,3.5,1.0 +10,1.0,0.5 +5,-5.0,-3.0 +9,-2.0,-0.5 +7,-2.5,3.0 +5,-2.5,6.0 +10,-1.0,1.0 +6,-1.5,-4.5 +5,-5.5,-2.5 +3,-6.0,6.0 +7,-2.5,-3.5 +4,2.0,6.5 +7,-1.5,4.0 +7,-2.5,3.0 +6,-5.0,0.0 +9,-1.5,-1.5 +6,-4.5,-2.0 +8,-1.0,-2.5 +4,3.5,-6.0 +5,4.0,5.5 +10,-1.0,-1.0 +5,3.0,6.0 +5,-1.5,-5.5 +6,-4.0,-3.0 +5,-5.5,0.5 +7,0.5,-4.0 +3,-1.0,-7.5 +10,-0.5,0.0 +10,1.5,0.0 +6,-4.5,-3.0 +7,3.5,1.5 +6,-4.0,-3.0 +5,-5.0,-3.0 +9,-1.5,-1.0 +6,2.5,4.5 +6,-1.5,-4.5 +5,-2.5,-5.5 +10,-0.5,0.0 +6,4.0,-3.5 +10,0.0,0.5 +5,5.0,-4.0 +9,-1.5,-1.5 +7,-3.0,-3.0 +5,-5.5,-4.0 +0,10.0,3.5 +9,-1.5,-1.0 +9,-1.5,-2.0 +7,-3.5,-2.0 +8,-2.5,-0.5 +6,-4.5,-1.5 +4,-6.5,-1.0 +5,-5.5,3.5 +7,-2.0,-3.0 +7,-2.5,-3.0 +5,6.0,-1.0 +8,-2.0,-2.5 +7,2.0,-3.0 +10,-1.0,-1.0 +8,-3.0,-1.0 +8,-2.5,-1.5 +8,-1.5,-3.0 +4,7.0,1.0 +0,-16.0,-2.0 +10,-1.0,0.5 +7,3.0,2.5 +9,-0.5,-2.5 +7,3.5,-2.5 +5,1.5,-5.5 +0,8.5,9.0 +7,-2.5,-3.0 +7,-1.5,-4.0 +7,-3.5,1.5 +7,-2.0,-3.5 +8,0.5,3.5 +6,3.0,4.5 +8,2.0,2.5 +5,5.5,3.0 +7,3.5,1.0 +6,4.5,0.5 +6,-1.5,-5.0 +5,-5.5,-1.0 +0,11.5,1.5 +8,-3.0,-1.0 +7,4.0,-1.0 +4,4.5,-5.5 +6,5.0,1.5 +4,6.5,-1.5 +6,2.5,-5.0 +5,5.0,-4.5 +6,5.0,2.5 +6,-3.5,-4.0 +10,1.5,1.5 +6,-5.0,-1.0 +7,-2.5,-3.0 +6,-4.5,1.0 +7,-3.5,1.0 +7,4.0,1.5 +10,0.5,0.5 +3,7.5,1.0 +6,-5.0,-1.5 +10,1.5,0.0 +8,-1.0,3.0 +5,5.0,-3.5 +10,0.5,0.5 +5,5.5,-1.0 +8,-1.5,-2.5 +7,3.5,2.5 +9,-2.0,-2.0 +6,5.0,3.0 +9,1.0,1.5 +8,3.5,-1.5 +10,-1.0,1.0 +6,5.0,-1.0 +9,-1.0,1.5 +8,6.5,-1.0 +6,-4.5,-2.0 +5,3.5,5.0 +7,-3.5,-2.0 +7,-4.5,0.0 +9,-0.5,2.0 +8,-2.0,2.5 +8,1.5,2.5 +6,4.0,4.5 +10,1.0,-1.5 +8,0.5,3.5 +4,7.0,2.0 +4,-5.0,-4.5 +8,-0.5,2.5 +7,-3.5,-1.5 +8,2.5,2.0 +6,-5.0,-1.0 +3,-7.5,-2.5 +9,-1.0,1.5 +9,1.5,2.0 +7,-3.5,2.0 +8,2.5,-0.5 +5,-5.5,1.0 +6,-4.5,2.0 +8,-1.5,-3.0 +9,-1.5,2.0 +6,-4.5,2.5 +9,0.0,2.0 +8,-2.5,-2.0 +8,-2.5,-1.5 +6,-4.0,-2.5 +5,-6.0,-1.5 +9,-1.0,-2.0 +8,1.5,2.5 +7,-3.5,1.0 +7,-3.5,2.0 +8,3.0,1.5 +9,-2.0,-1.0 +10,-1.5,-1.0 +6,2.5,4.0 +8,2.5,1.5 +9,-1.5,-2.0 +7,1.5,-3.5 +7,-3.5,-2.0 +5,5.5,0.0 +8,-2.5,-2.0 +6,-5.0,0.5 +7,-3.5,1.5 +7,-3.5,-1.0 +6,2.5,4.5 +3,-4.5,-6.5 +9,-1.5,-1.0 +9,0.0,-2.0 +7,-3.5,2.5 +5,-5.0,-3.0 +9,-1.0,-2.0 +7,-3.0,3.5 +10,0.0,-1.5 +8,2.5,-2.0 +9,1.5,1.5 +8,3.0,1.5 +10,-1.5,0.0 +7,-2.5,-3.5 +8,2.5,1.0 +4,7.0,1.0 +6,-1.0,-4.5 +7,-2.0,-4.0 +9,-1.5,-2.0 +4,-7.0,-1.0 +9,1.5,1.5 +9,-2.0,-1.5 +6,-4.0,3.0 +10,0.5,0.5 +7,-3.0,3.5 +5,-5.5,2.5 +8,-1.5,3.0 +4,-6.0,5.5 +9,1.0,2.0 +9,2.5,1.5 +4,-0.5,7.0 +9,-2.0,0.5 +8,-1.5,2.5 +2,-8.0,4.0 +10,0.0,0.5 +9,1.5,1.0 +7,2.5,3.0 +5,-5.5,-2.0 +3,-6.0,7.0 +7,3.5,2.5 +9,-1.0,2.0 +3,7.5,3.0 +2,-8.0,4.5 +6,5.0,-2.5 +4,-6.0,4.0 +7,3.5,3.0 +7,-4.0,-2.0 +7,2.5,-4.0 +9,-1.5,-1.5 +7,-3.5,-3.0 +7,-3.5,1.0 +4,-7.0,-1.5 +9,2.0,1.5 +7,3.0,3.0 +8,-2.0,2.5 +5,4.0,5.0 +8,2.5,1.5 +8,0.5,-3.0 +8,1.5,3.0 +7,4.5,1.5 +10,-1.0,-1.0 +9,1.5,2.0 +8,3.0,1.5 +8,-2.5,-1.5 +5,0.0,-5.5 +8,2.5,-2.5 +8,2.5,2.5 +9,1.5,-1.5 +9,1.5,1.5 +9,1.5,1.5 +7,-3.5,-1.0 +4,-3.0,-6.5 +10,-1.0,-1.0 +7,-2.5,3.5 +8,0.0,3.0 +7,-1.0,-3.5 +9,-1.5,0.0 +8,2.5,-0.5 +9,1.5,-1.5 +8,1.5,-2.5 +8,0.0,-2.5 +8,-2.0,-2.5 +9,-1.5,1.5 +7,-2.5,3.5 +9,0.0,-1.5 +3,1.0,7.5 +9,-1.5,0.0 +6,-4.5,1.0 +10,1.0,1.0 +8,-1.0,3.0 +10,1.0,0.0 +9,0.0,2.0 +10,0.5,0.5 +10,0.5,1.0 +8,-2.5,0.0 +7,2.0,3.5 +8,2.0,-3.0 +8,-2.5,1.5 +9,1.5,-1.5 +8,-3.0,-2.0 +5,3.0,5.5 +6,-5.0,1.0 +9,1.5,-3.5 +7,3.5,0.0 +7,-3.5,3.0 +6,2.5,-4.5 +7,-3.0,3.0 +7,-3.5,2.5 +10,0.0,-1.0 +8,-1.5,3.0 +8,-2.5,-2.5 +7,-1.5,3.5 +9,-1.5,0.5 +7,2.5,3.5 +5,-5.0,3.5 +4,-5.5,-4.5 +9,-1.5,0.5 +8,1.5,2.5 +9,2.0,0.0 +5,-1.0,6.0 +10,0.5,-1.0 +8,2.5,2.5 +7,3.5,0.0 +7,-3.5,1.5 +10,0.0,1.0 +6,0.0,-4.5 +8,1.5,2.5 +8,0.0,-3.0 +9,0.5,1.5 +8,1.5,3.0 +8,-1.5,-2.5 +8,-0.5,2.5 +9,1.5,1.5 +6,4.0,3.5 +8,3.0,-0.5 +7,-3.5,-1.0 +7,1.5,3.5 +7,3.5,3.5 +6,5.0,0.0 +6,4.5,4.0 +9,2.0,-1.5 +8,2.0,3.0 +10,0.5,0.5 +7,1.5,4.0 +8,1.5,2.5 +8,0.0,2.5 +8,-3.5,2.5 +7,3.5,0.0 +10,-1.0,1.0 +10,1.0,-1.0 +10,-1.0,-1.0 +8,2.5,-0.5 +8,-2.0,2.5 +9,1.0,0.0 +5,-2.5,5.5 +10,0.5,1.0 +7,2.5,3.0 +8,-2.5,-2.5 +8,-2.5,-2.5 +4,2.0,6.5 +9,1.5,-2.0 +1,9.5,-3.5 +8,2.5,-1.0 +6,-3.5,3.5 +8,-2.5,-2.0 +6,-3.5,3.5 +9,1.5,1.0 +8,0.0,2.5 +7,3.5,-3.5 +5,1.5,-5.5 +9,1.5,0.0 +9,1.5,1.0 +9,1.5,0.5 +5,1.5,-5.5 +10,0.5,0.0 +9,-1.5,1.5 +8,0.0,3.5 +7,-3.5,3.0 +10,0.0,-0.5 +9,0.5,1.5 +7,2.5,3.5 +6,3.0,-4.5 +9,2.0,-1.5 +7,2.5,3.5 +9,1.5,0.5 +6,0.5,-4.5 +7,-3.5,3.5 +4,3.5,6.5 +10,0.0,0.0 +7,-1.5,-3.5 +8,0.0,-3.0 +6,-4.5,-3.0 +8,0.0,3.0 +6,1.5,-4.5 +9,-1.5,1.0 +7,-1.5,3.5 +10,0.0,0.0 +5,-2.0,-5.5 +8,-2.5,-2.5 +4,-4.5,-6.5 +8,-2.5,-2.0 +8,-2.5,-2.0 +9,1.5,-1.5 +8,-2.0,2.5 +7,-3.5,-1.5 +7,2.5,-3.5 +8,2.5,-2.5 +8,-3.0,1.0 +10,-0.5,0.0 +7,-3.5,1.0 +10,0.0,0.5 +10,-0.5,-0.5 +9,0.0,2.0 +6,-2.0,5.0 +7,1.0,3.5 +7,-2.5,-4.0 +9,1.5,-1.0 +7,-3.5,1.0 +9,1.5,0.0 +8,-2.5,2.5 +8,-2.5,2.5 +7,-3.5,-3.5 +7,3.5,-2.0 +9,0.0,-1.5 +8,-2.5,0.0 +7,-2.5,4.0 +9,1.0,1.5 +8,1.0,2.5 +9,-0.5,1.5 +8,-2.5,-2.5 +9,-0.5,-2.0 +6,-2.5,4.5 +10,0.5,-0.5 +10,0.5,-0.5 +8,-2.5,-2.0 +7,2.5,3.5 +7,0.0,4.0 +6,-4.5,0.0 +8,-0.5,-2.5 +8,-0.5,-2.5 +9,0.0,2.5 +7,-0.5,3.5 +10,0.0,-0.5 +7,-2.0,-3.5 +9,-1.5,2.0 +8,-2.5,2.0 +10,-1.0,0.0 +8,-2.5,-2.5 +9,2.0,0.0 +7,-2.0,3.5 +8,-2.5,-1.0 +6,-4.5,-3.0 +9,-1.5,-1.5 +7,3.5,2.5 +10,-0.5,0.0 +8,1.5,2.5 +8,-2.0,-2.5 +6,-0.5,-6.0 +9,2.0,-1.5 +9,-1.0,-1.5 +9,0.0,1.5 +8,1.0,3.0 +9,1.5,0.5 +8,1.5,0.5 +8,-2.5,2.0 +7,-3.5,-4.0 +10,0.0,0.0 +7,-3.0,-2.5 +10,1.5,0.5 +9,-2.0,-1.5 +7,1.0,4.0 +6,-2.5,4.5 +7,2.5,1.5 +8,-3.0,2.5 +8,-2.5,2.0 +6,4.0,-3.5 +9,-1.5,2.0 +8,-2.5,1.0 +10,0.0,0.5 +9,1.5,2.0 +10,0.0,-0.5 +8,3.0,1.5 +6,-4.5,-2.0 +7,-2.5,-2.5 +10,-1.5,0.5 +7,3.5,1.5 +9,-1.5,1.5 +8,2.0,2.0 +9,-1.0,2.0 +7,0.0,3.5 +10,-1.0,0.0 +9,-2.5,-1.0 +10,-0.5,-0.5 +9,-1.5,-1.5 +9,-2.0,-1.0 +9,-1.0,-2.0 +9,-1.0,-1.5 +8,2.5,1.5 +10,1.0,0.0 +10,1.0,-1.0 +9,2.0,1.0 +8,-0.5,2.5 +9,1.0,1.0 +8,3.0,0.0 +10,0.5,0.5 +9,-1.0,2.0 +9,-1.5,0.0 +9,2.0,0.0 +9,1.0,2.0 +9,2.0,1.0 +10,0.5,-1.0 +9,-1.0,1.0 +7,-1.0,-2.0 +9,-1.0,-2.0 +7,2.0,3.0 +6,-4.0,3.0 +8,0.0,-3.0 +8,1.0,-3.0 +7,-3.5,2.0 +9,-2.5,-1.0 +5,-5.0,-1.0 +9,2.0,-1.5 +7,-3.5,0.0 +8,-0.5,-3.5 +9,1.0,-1.5 +8,2.5,0.0 +7,-4.5,-1.0 +9,0.0,-2.0 +8,-2.5,-1.5 +7,-4.0,-1.0 +6,-3.0,-5.5 +5,-5.0,-3.5 +9,0.0,1.5 +7,4.0,2.5 +6,-4.0,-2.5 +7,1.0,-3.5 +8,-2.5,-1.0 +8,-2.0,-3.0 +8,0.0,3.0 +7,4.0,1.0 +9,-1.0,1.0 +8,2.0,2.0 +9,1.0,1.0 +5,-3.5,-4.5 +9,-0.5,-2.0 +8,-1.0,-3.5 +9,0.0,2.0 +8,-1.5,-2.5 +5,-5.0,-4.0 +7,4.0,-1.5 +9,0.5,-2.0 +8,-3.0,0.5 +9,1.5,-1.5 +9,1.5,-1.5 +8,-3.5,1.0 +8,2.5,-2.5 +7,-2.5,-3.0 +3,-7.0,-2.5 +10,0.0,-1.5 +8,-1.0,-3.5 +10,-1.0,1.0 +8,-2.5,-1.5 +10,1.0,1.0 +7,4.0,0.0 +10,0.0,0.0 +4,-3.0,-6.5 +10,-1.0,-1.5 +7,4.0,-0.5 +10,0.0,-1.5 +8,-2.5,-1.0 +10,1.5,0.0 +6,-5.0,1.5 +8,-2.0,2.0 +7,2.5,-3.5 +9,1.5,-1.5 +7,-2.0,-3.0 +9,-2.0,-0.5 +9,-1.0,-2.0 +8,1.0,-3.0 +8,1.5,-3.0 +9,2.0,0.0 +8,2.0,-3.0 +10,-0.5,0.0 +8,2.0,1.0 +9,2.0,1.0 +8,-1.5,-3.0 +7,2.0,-3.5 +8,3.5,-2.0 +9,0.0,-2.0 +7,1.5,-3.5 +5,6.0,-1.0 +4,5.0,-5.5 +5,0.0,6.0 +8,0.0,3.0 +6,5.0,1.0 +5,5.5,-2.5 +9,2.0,0.0 +9,2.0,0.0 +10,0.5,-0.5 +9,2.5,1.0 +9,0.0,2.0 +6,-1.0,4.5 +10,0.0,0.0 +7,3.5,-3.0 +9,2.5,1.0 +7,1.0,-3.5 +10,-1.5,0.0 +8,3.5,-1.0 +8,0.0,2.5 +7,4.0,-1.5 +10,1.0,-0.5 +9,-1.5,-2.0 +10,-1.5,-1.0 +9,-1.0,-1.5 +10,1.5,-1.0 +9,1.0,-1.5 +8,-3.0,-1.0 +9,2.0,0.0 +9,-1.5,1.0 +8,3.5,-1.5 +9,1.0,-1.5 +6,1.0,-4.5 +9,2.0,1.0 +7,4.0,2.0 +7,4.0,-1.0 +7,4.0,-2.5 +10,1.0,-1.5 +8,-3.0,-1.5 +9,0.5,-1.5 +9,-2.0,1.0 +8,-1.0,1.5 +9,1.0,3.0 +10,-1.0,0.0 +9,-1.0,-2.0 +8,0.0,-3.0 +8,-3.0,-1.5 +9,-2.5,0.5 +8,-2.0,-2.0 +7,-4.5,-1.0 +10,0.0,0.0 +7,-4.0,-3.0 +10,0.5,-0.5 +9,-1.5,1.0 +8,-1.5,-2.5 +9,-1.0,2.0 +7,-3.0,-2.5 +9,-1.0,2.5 +10,1.5,0.0 +7,4.0,1.0 +7,4.0,2.0 +10,1.0,-1.0 +9,1.5,-1.5 +9,-2.0,1.0 +10,-1.0,0.5 +8,-2.0,2.0 +9,1.0,1.5 +9,-1.0,1.5 +8,-3.5,-1.5 +7,-3.0,2.5 +8,1.5,-2.5 +9,-1.5,1.5 +7,-2.5,3.5 +9,-1.0,2.0 +8,2.5,2.0 +9,-1.0,1.5 +10,1.5,-1.0 +7,3.5,-2.5 +9,0.5,2.0 +10,0.0,0.0 +8,1.5,-3.0 +9,1.5,-2.0 +4,7.0,1.5 +10,-1.0,0.0 +8,2.5,-1.5 +8,2.5,0.0 +7,3.0,-2.0 +8,1.5,3.0 +7,0.0,3.5 +9,0.0,2.0 +8,-0.5,2.5 +10,0.0,-1.5 +9,0.0,-2.0 +7,-3.0,2.5 +9,-1.0,-2.0 +10,-0.5,-1.5 +8,-1.5,-2.5 +9,-1.0,1.5 +9,1.5,2.0 +9,-1.5,1.0 +9,-2.0,0.0 +10,0.0,1.0 +10,-1.0,1.0 +9,0.0,1.5 +9,2.0,0.0 +10,-0.5,-0.5 +8,-2.0,-2.0 +10,1.0,1.0 +10,1.0,-1.0 +8,1.0,-2.5 +8,-2.0,-2.0 +10,0.0,-0.5 +6,2.0,-4.5 +8,-2.0,-2.5 +7,4.0,-2.0 +10,1.5,-1.0 +8,2.5,-1.5 +9,1.0,1.5 +6,-4.5,-1.0 +9,1.5,-1.5 +9,1.0,-2.0 +10,1.0,1.0 +6,-5.0,-1.5 +6,-4.0,-3.0 +7,-3.0,-1.5 +10,1.5,0.5 +7,4.0,-1.5 +9,-2.0,-1.5 +8,1.0,-2.5 +9,1.0,2.0 +6,-1.5,-4.5 +5,-2.5,-5.5 +6,-5.0,2.0 +10,0.0,0.0 +9,-1.5,0.5 +10,0.0,0.0 +6,4.0,-3.0 +10,-1.0,-1.0 +9,6.0,-2.0 +8,1.5,-2.5 +6,-1.0,-4.5 +6,5.5,-1.5 +9,1.0,-2.0 +3,6.0,-4.5 +3,3.0,-5.5 +10,1.0,-1.0 +5,2.5,-5.0 +9,1.5,2.0 +5,5.0,-3.0 +8,-3.0,-1.0 +5,5.0,-3.0 +9,1.5,-2.0 +9,2.0,-1.5 +8,1.5,-2.5 +7,3.0,-2.0 +8,-3.0,-0.5 +7,2.0,-3.0 +10,1.0,0.5 +7,3.0,1.5 +10,-1.0,-0.5 +6,3.5,-2.5 +10,1.0,-1.0 +8,2.0,-2.0 +9,1.5,-1.0 +9,1.5,-2.5 +6,4.0,-2.0 +6,3.0,-4.0 +9,1.5,1.5 +9,-1.5,-1.5 +9,1.0,-2.0 +6,3.5,-3.5 +10,1.0,-0.5 +9,2.0,-0.5 +9,-1.0,2.0 +6,4.0,2.5 +7,1.0,1.5 +6,5.0,1.0 +5,0.0,5.5 +5,-3.0,4.5 +8,2.5,1.5 +8,-1.0,2.5 +9,1.0,2.0 +8,-0.5,2.5 +10,1.0,1.0 +8,3.0,-1.5 +9,2.0,-1.0 +7,3.0,1.5 +9,-1.5,-1.5 +7,3.0,2.0 +9,-1.0,1.5 +7,3.5,1.0 +8,3.0,1.0 +5,6.0,2.5 +9,1.0,1.5 +7,2.5,3.0 +8,3.0,0.0 +8,3.0,-1.5 +10,-1.0,0.5 +7,-3.5,1.0 +9,2.0,-1.0 +8,-2.5,0.5 +9,-2.0,1.5 +9,-2.0,-1.5 +9,0.0,2.0 +9,-1.5,0.0 +8,0.0,3.0 +9,-2.0,-1.0 +8,1.5,1.0 +5,4.5,3.5 +9,-2.0,2.0 +7,4.0,2.0 +10,0.0,-1.5 +9,2.0,0.0 +10,1.0,-1.5 +8,3.0,1.5 +10,0.0,0.0 +8,2.0,-3.0 +9,2.0,-1.5 +5,6.5,-1.0 +10,-0.5,0.5 +9,1.5,1.5 +8,1.5,-3.0 +3,8.5,1.5 +5,4.5,1.5 +6,-5.5,1.0 +5,-5.5,-1.5 +9,-1.5,0.0 +8,2.0,-1.5 +7,3.5,-1.5 +7,-1.0,3.0 +9,-1.5,1.0 +10,1.5,-1.0 +9,2.0,-1.0 +9,-1.5,0.0 +9,1.5,-1.5 +7,2.0,3.0 +7,-3.0,-3.0 +8,0.0,3.0 +8,-2.0,2.0 +8,2.0,2.5 +7,3.5,0.0 +9,-1.5,1.5 +5,5.5,3.0 +9,-2.0,1.0 +6,4.5,1.0 +9,1.0,2.0 +7,-3.5,0.0 +9,1.5,1.5 +6,3.5,3.0 +8,2.5,-1.5 +7,3.5,-1.0 +8,-3.0,0.0 +8,-2.0,2.5 +10,0.0,0.0 +8,-3.0,-1.5 +9,1.5,-1.5 +7,3.0,1.0 +9,-1.5,0.5 +7,2.0,-3.5 +9,0.0,2.0 +8,2.5,1.5 +10,0.0,1.0 +8,3.0,-2.0 +9,0.0,-2.0 +9,1.5,0.5 +8,2.5,-1.5 +6,4.5,2.5 +8,2.0,-1.5 +6,4.5,-2.0 +9,0.0,2.0 +5,6.0,-1.0 +10,0.0,-1.0 +8,3.0,-1.5 +9,1.5,0.5 +8,2.0,1.0 +8,2.0,-2.0 +7,3.0,-2.0 +10,1.0,-1.0 +5,5.5,0.0 +10,0.0,1.0 +7,2.5,-3.0 +10,1.0,-1.0 +8,2.5,-2.5 +8,-1.5,2.5 +7,4.0,0.0 +8,3.0,1.5 +7,3.5,-1.0 +10,0.0,1.0 +7,3.5,0.5 +9,2.0,1.0 +9,1.5,-2.0 +10,-0.5,0.0 +10,1.0,-1.0 +9,2.0,1.0 +7,-0.5,-3.5 +6,-4.5,1.0 +9,2.0,-1.0 +9,1.0,2.5 +6,1.5,-4.5 +10,1.0,-1.0 +8,-2.0,2.0 +10,-1.0,0.5 +9,3.0,-1.0 +7,-1.5,3.5 +8,2.5,1.5 +9,1.5,1.0 +8,-1.0,-3.0 +7,3.5,1.5 +7,-3.5,2.0 +5,-3.0,0.0 +8,1.5,2.0 diff --git a/main.py b/main.py new file mode 100644 index 0000000..27d5407 --- /dev/null +++ b/main.py @@ -0,0 +1,16 @@ +import pandas as pd +import numpy as np +import seaborn as sns +import matplotlib.pyplot as plt +from sklearn.metrics import f1_score +from sklearn.model_selection import train_test_split +from sklearn.ensemble import RandomForestClassifier +from sklearn.neighbors import KNeighborsClassifier +from sklearn.tree import DecisionTreeClassifier +from sklearn.preprocessing import LabelEncoder + +def main(): + pass + +if __name__ == "__main__": + main() \ No newline at end of file