[ImgBot] Optimize images

*Total -- 45,348.92kb -> 33,522.25kb (26.08%)

/Sklearn/CART/images/plottreedefault.png -- 87.45kb -> 28.91kb (66.95%)
/Sklearn/CART/dotfiles/iris_depth1_gini_decisionTree.png -- 100.85kb -> 36.05kb (64.26%)
/Sklearn/CART/dotfiles/iris_depth1_entropy_decisionTree.png -- 105.01kb -> 37.97kb (63.84%)
/Scrapy/Tutorial_Images/dataset.png -- 491.76kb -> 190.82kb (61.2%)
/Sklearn/CART/dotfiles/iris_depth2_gini_decisionTree.png -- 44.04kb -> 19.48kb (55.77%)
/Python_Informatics/images/5_output.png -- 254.19kb -> 116.81kb (54.05%)
/Scrapy/Tutorial_Images/fundrazrProjectDirectory.png -- 68.75kb -> 32.59kb (52.59%)
/Finance/monthlyPaymentInterestComparison.png -- 157.46kb -> 76.60kb (51.35%)
/Finance/monthlyPaymentComparison.png -- 156.45kb -> 76.94kb (50.82%)
/Scrapy/Tutorial_Images/fundrazrScrapyCode.png -- 467.34kb -> 230.45kb (50.69%)
/Python_Informatics/images/4_output.png -- 283.36kb -> 145.48kb (48.66%)
/Scrapy/Tutorial_Images/1stSpiderPlaceholder.png -- 154.83kb -> 79.63kb (48.57%)
/Scrapy/Tutorial_Images/itemsFundrazr.png -- 62.03kb -> 32.41kb (47.75%)
/Python_Basics/Solving_Systems_Equations/Solving System of Linear Equations using Python (linear algebra).png -- 185.50kb -> 97.27kb (47.56%)
/Scrapy/Tutorial_Images/codeToGetCampaignLinks.png -- 58.77kb -> 30.86kb (47.48%)
/Scrapy/Tutorial_Images/scrapyStartProject.png -- 61.23kb -> 32.27kb (47.3%)
/Scrapy/Tutorial_Images/ScraperRunning.png -- 680.46kb -> 361.55kb (46.87%)
/Finance/monthlyPayment.png -- 43.56kb -> 23.18kb (46.78%)
/Sklearn/PCA/Tutorial_Images/PCA_timingNew.png -- 38.20kb -> 20.38kb (46.65%)
/Scrapy/Tutorial_Images/startProject.png -- 81.40kb -> 43.44kb (46.64%)
/Python_Informatics/images/7_output.png -- 465.44kb -> 248.68kb (46.57%)
/Sklearn/PCA/Tutorial_Images/PCA_timingOLD.png -- 30.89kb -> 16.62kb (46.2%)
/Scrapy/Tutorial_Images/individualCampaignLinks.png -- 90.11kb -> 48.48kb (46.2%)
/Statistics/images/99_3_code.png -- 79.03kb -> 42.58kb (46.13%)
/Statistics/images/95_2_code.png -- 79.51kb -> 42.92kb (46.02%)
/Statistics/images/probabilityDensityFunctionNormalDistribution.png -- 14.13kb -> 7.67kb (45.69%)
/Scrapy/Tutorial_Images/exitScrapyShell.png -- 12.36kb -> 6.73kb (45.52%)
/Sklearn/CART/images/installDotTHENpng.png -- 1,200.07kb -> 667.17kb (44.41%)
/Scrapy/Tutorial_Images/GettingTitleIndividualCampaignShell.png -- 24.98kb -> 13.89kb (44.39%)
/Statistics/images/point6745math.png -- 99.33kb -> 55.59kb (44.03%)
/Python_Basics/Prime_Numbers/method1.png -- 74.53kb -> 44.22kb (40.66%)
/TensorFlow/Tutorial_Images/Assign1/prob6_1.png -- 280.95kb -> 167.68kb (40.32%)
/Python_Basics/Prime_Numbers/Approach1real_ITERATIONS.png -- 59.99kb -> 35.81kb (40.31%)
/Scrapy/Tutorial_Images/WebScrapingData1st.png -- 260.57kb -> 155.74kb (40.23%)
/TensorFlow/Tutorial_Images/Assign1/prob6_2.png -- 288.30kb -> 173.71kb (39.75%)
/Scrapy/Tutorial_Images/InspectCampaignTitle.png -- 1,700.68kb -> 1,036.70kb (39.04%)
/Python_Basics/Prime_Numbers/Approach2real_ITERATIONS.png -- 51.78kb -> 32.10kb (38%)
/TensorFlow/Tutorial_Images/Assign2/Improved/Gradient_Session_Graph.png -- 418.51kb -> 261.17kb (37.6%)
/Sklearn/CART/images/iris_depth1_entropy_decisionTree.png -- 113.54kb -> 71.15kb (37.34%)
/Sklearn/CART/images/iris_depth1_gini_decisionTree.png -- 108.22kb -> 67.94kb (37.23%)
/Sklearn/CART/images/iris_depth1_2f_color_decisionTree.png -- 108.22kb -> 67.94kb (37.23%)
/TensorFlow/Tutorial_Images/Assign2/Improved/SGD_Neural_Computation_Graph.png -- 377.88kb -> 237.30kb (37.2%)
/TensorFlow/Tutorial_Images/Assign2/Original/SGD_Neural_Computation_Graph.png -- 378.36kb -> 237.70kb (37.18%)
/Sklearn/CART/images/irisGreenLeafBlueDecisionDepth2.png -- 206.97kb -> 131.55kb (36.44%)
/TensorFlow/Tutorial_Images/Assign2/Original/Gradient_Session_graph.png -- 302.68kb -> 192.51kb (36.4%)
/TensorFlow/Tutorial_Images/Assign2/Improved/Gradient_Confusion_Code.png -- 369.52kb -> 236.24kb (36.07%)
/TensorFlow/Tutorial_Images/Assign2/Improved/SGD_Neural_Session.png -- 358.01kb -> 229.28kb (35.96%)
/TensorFlow/Tutorial_Images/Assign2/Improved/SGD_Neural_Confusion_Code.png -- 339.06kb -> 217.71kb (35.79%)
/TensorFlow/Tutorial_Images/Assign1/prob6_4.png -- 522.63kb -> 336.07kb (35.7%)
/TensorFlow/Tutorial_Images/Assign2/Improved/Gradient_Computation_Graph.png -- 422.98kb -> 272.64kb (35.54%)
/TensorFlow/Tutorial_Images/Assign2/Original/SGD_Neural_Session_Graph.png -- 293.25kb -> 190.17kb (35.15%)
/TensorFlow/Tutorial_Images/Assign2/Original/Gradient_Computation_Graph.png -- 418.39kb -> 271.87kb (35.02%)
/Scrapy/Tutorial_Images/InspectNext.png -- 1,224.34kb -> 802.26kb (34.47%)
/Kaggle/BreastCancerWisconsin/decisionTree.png -- 245.18kb -> 165.07kb (32.67%)
/Statistics/images/final_image.png -- 5.39kb -> 3.65kb (32.31%)
/Sklearn/CART/images/WindowsExecutablesProblems.png -- 714.94kb -> 485.92kb (32.03%)
/Sklearn/CART/images/iris_depth3_2f_color_decisionTree.png -- 331.96kb -> 228.15kb (31.27%)
/Scrapy/Tutorial_Images/individualCampaignTitle.png -- 1,630.95kb -> 1,124.43kb (31.06%)
/Finance/after1Month.png -- 155.23kb -> 107.77kb (30.57%)
/Sklearn/CART/images/plottreefncn.png -- 106.29kb -> 73.89kb (30.48%)
/Scrapy/Tutorial_Images/items.png -- 162.66kb -> 114.01kb (29.91%)
/Sklearn/PCA/Tutorial_Images/loadData.png -- 29.01kb -> 20.45kb (29.49%)
/Scrapy/Tutorial_Images/DirectoryafterMakingFile.png -- 195.93kb -> 138.28kb (29.43%)
/Python_Basics/Prime_Numbers/approach_1_2_comparisonBlack.png -- 131.57kb -> 93.13kb (29.21%)
/Sklearn/CART/images/iris_depth2_2f_color_decisionTree.png -- 206.16kb -> 146.62kb (28.88%)
/Python_Basics/Prime_Numbers/approach1_2_comparison.png -- 129.93kb -> 92.51kb (28.81%)
/Python_Basics/Prime_Numbers/approach1_2_comparisonNoRed.png -- 129.93kb -> 92.51kb (28.81%)
/Sklearn/CART/images/matplotlibdepth3.png -- 25.22kb -> 18.07kb (28.35%)
/Python_Basics/Prime_Numbers/method1Downside.png -- 127.87kb -> 91.81kb (28.2%)
/Python_Informatics/images/6_output.png -- 1,057.47kb -> 762.95kb (27.85%)
/Statistics/images/2_std_deviation_plus_plot.png -- 208.43kb -> 150.98kb (27.56%)
/Statistics/images/NormalDistribution1.png -- 25.60kb -> 18.58kb (27.42%)
/Statistics/images/1_std_deviation_plus_plot.png -- 210.44kb -> 153.29kb (27.16%)
/Finance/oneMonth.png -- 192.37kb -> 141.55kb (26.41%)
/Finance/InterestPaid.png -- 194.44kb -> 143.16kb (26.37%)
/Statistics/standard_normal_table/ACT_Zoe.png -- 488.76kb -> 360.56kb (26.23%)
/TensorFlow/Tutorial_Images/Assign1/prob6_6.png -- 280.22kb -> 206.87kb (26.17%)
/Statistics/standard_normal_table/standardNormalPositiveZScores.png -- 374.24kb -> 281.41kb (24.8%)
/Statistics/standard_normal_table/SAT_Mike.png -- 490.53kb -> 369.60kb (24.65%)
/Sklearn/CART/images/entropy_vs_gini.png -- 297.13kb -> 224.19kb (24.55%)
/Finance/monthlyPaymentEvidence.png -- 243.64kb -> 184.28kb (24.36%)
/Finance/monthlyPaymentEvidence2.png -- 259.44kb -> 197.98kb (23.69%)
/TensorFlow/Tutorial_Images/Assign2/Original/Gradient_Cost_Accuracy.png -- 98.82kb -> 75.71kb (23.38%)
/Sklearn/CART/images/OnlineConverter.png -- 2,104.47kb -> 1,637.25kb (22.2%)
/Sklearn/CART/images/notperfectClassDN2.png -- 114.25kb -> 90.50kb (20.78%)
/Statistics/images/3_std_deviation_plus_plot.png -- 209.55kb -> 168.45kb (19.61%)
/Python_Basics/Solving_Systems_Equations/ipynb_Linear_Regression_Python_files/ipynb_Linear_Regression_Python_7_1.png -- 12.25kb -> 9.85kb (19.6%)
/Python_Basics/Linear_Regression/Linear_Regression_Python_7_1.png -- 12.25kb -> 9.85kb (19.6%)
/Scrapy/Tutorial_Images/DataOutputtedLocation.png -- 193.68kb -> 156.02kb (19.45%)
/TensorFlow/Tutorial_Images/Assign2/Original/SGD_Neural_cost_validation.png -- 108.72kb -> 87.74kb (19.3%)
/Sklearn/CART/images/dtreeviz.png -- 20.86kb -> 16.92kb (18.89%)
/Request/REVERSE.png -- 67.06kb -> 54.44kb (18.82%)
/Finance/Interest_Principal.png -- 729.39kb -> 592.15kb (18.82%)
/TensorFlow/Tutorial_Images/Assign1/prob6_3.png -- 519.89kb -> 422.29kb (18.77%)
/Time_Series/PythonTutorials.png -- 472.39kb -> 387.08kb (18.06%)
/Sklearn/CART/images/BaggedTrees.png -- 90.65kb -> 74.52kb (17.79%)
/Sklearn/CART/dotfiles/notperfectClassDN1_bad_split.png -- 288.83kb -> 239.39kb (17.12%)
/Statistics/images/interquartileRange.png -- 948.90kb -> 789.37kb (16.81%)
/Statistics/images/simple_boxplot.png -- 504.63kb -> 420.33kb (16.7%)
/Statistics/images/simple_whisker.png -- 525.75kb -> 438.22kb (16.65%)
/Finance/Total_Interest_Paid.png -- 1,103.44kb -> 921.00kb (16.53%)
/Statistics/images/68_1_std.png -- 1,003.69kb -> 837.99kb (16.51%)
/Statistics/images/99_3_std.png -- 1,126.41kb -> 943.79kb (16.21%)
/Sklearn/Logistic_Regression/toy_Digits_ConfusionMatplotlibCodementor.png -- 21.26kb -> 17.81kb (16.19%)
/Statistics/images/NormalDistribution.png -- 1,106.42kb -> 928.05kb (16.12%)
/Statistics/images/95_2_std.png -- 1,078.79kb -> 906.45kb (15.98%)
/Statistics/images/68_95_99_rule.png -- 1,180.69kb -> 993.36kb (15.87%)
/Statistics/images/IQRboxplotDistribution.png -- 856.72kb -> 721.24kb (15.81%)
/Statistics/images/boxplotNormalDistribution.png -- 852.27kb -> 717.73kb (15.79%)
/Sklearn/CART/images/notperfectClassDN1.png -- 238.11kb -> 200.72kb (15.7%)
/Sklearn/CART/images/exampleTreeDone.png -- 347.42kb -> 295.11kb (15.06%)
/Sklearn/CART/images/openTerminal.gif -- 323.92kb -> 275.44kb (14.96%)
/TensorFlow/Tutorial_Images/Assign2/Improved/Gradient_Confusion_Graph.png -- 246.99kb -> 211.64kb (14.31%)
/Python_Basics/Prime_Numbers/factors15.png -- 14.06kb -> 12.10kb (13.9%)
/Sklearn/Logistic_Regression/toy_Digits_ConfusionSeabornCodementor.png -- 32.23kb -> 27.77kb (13.82%)
/Sklearn/CART/images/terminalDotNotFound.png -- 26.24kb -> 22.78kb (13.16%)
/Python_Basics/Anagram/anagramRedRectangleDict.png -- 134.56kb -> 116.90kb (13.12%)
/TensorFlow/Tutorial_Images/Assign2/Improved/SGD_Neural_Confusion_Graph.png -- 251.69kb -> 220.75kb (12.29%)
/Sklearn/CART/images/dot2png.png -- 235.95kb -> 209.73kb (11.11%)
/Scrapy/Tutorial_Images/campaignLink.png -- 44.66kb -> 39.75kb (10.98%)
/Scrapy/Tutorial_Images/inspectNextFigure.png -- 476.62kb -> 424.29kb (10.98%)
/Sklearn/CART/images/DT_brown_blue_green.png -- 279.31kb -> 249.38kb (10.72%)
/TensorFlow/Tutorial_Images/Assign1/prob6_5.png -- 440.76kb -> 397.97kb (9.71%)
/Sklearn/PCA/Tutorial_Images/iris_keep_2_components.png -- 164.27kb -> 149.17kb (9.19%)
/Finance/Car_Comparison.png -- 1,017.11kb -> 927.26kb (8.83%)
/Scrapy/Tutorial_Images/StartUrlsFundrazr.png -- 755.49kb -> 691.51kb (8.47%)
/Scrapy/Tutorial_Images/inspectCampaigns.png -- 642.25kb -> 588.24kb (8.41%)
/Sklearn/PCA/Tutorial_Images/iris_concatenating_df.png -- 182.79kb -> 169.46kb (7.29%)
/Sklearn/PCA/Tutorial_Images/standardization.png -- 179.40kb -> 169.17kb (5.7%)
/Sklearn/CART/images/commandDotNotFound.png -- 20.32kb -> 19.24kb (5.31%)
/Python_Basics/Anagram/anagramRedRectangle.png -- 95.02kb -> 90.70kb (4.55%)
/Sklearn/CART/images/trainTestSplit.png -- 102.85kb -> 98.40kb (4.32%)
/Finance/oldSienna.jpg -- 59.20kb -> 56.80kb (4.06%)
/Sklearn/CART/images/OnlineConverterRed.png -- 309.70kb -> 309.13kb (0.19%)
/Sklearn/CART/images/installGraphvizCommandPrompt.png -- 367.21kb -> 366.75kb (0.13%)

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