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fmnobar / CLI.ipynb
Created February 13, 2023 03:20
CLI
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fmnobar / AutoML.ipynb
Created February 11, 2023 01:07
AutoML - AutoGluon
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fmnobar / Correlation.ipynb
Created January 31, 2023 03:41
Correlation
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fmnobar / python_np_pd.ipynb
Created January 2, 2023 00:44
NumPy and Pandas
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fmnobar / python_basics.ipynb
Created January 2, 2023 00:22
Python Basics
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fmnobar / multivariateAnalysis.ipynb
Last active January 14, 2023 04:15
Multivariate Analysis
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fmnobar / linearRegression.ipynb
Created December 23, 2022 18:07
Linear Regression
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fmnobar / auto-cleaned.csv
Created December 21, 2022 18:54
Automobile
We can make this file beautiful and searchable if this error is corrected: It looks like row 8 should actually have 25 columns, instead of 9. in line 7.
symboling,make,fuel-type,aspiration,num-of-doors,body-style,drive-wheels,engine-location,wheel-base,length,width,height,curb-weight,engine-type,num-of-cylinders,engine-size,fuel-system,bore,stroke,compression-ratio,horsepower,peak-rpm,city-mpg,highway-mpg,price
3,alfa-romero,gas,std,two,convertible,rwd,front,88.6,168.8,64.1,48.8,2548,dohc,four,130,mpfi,3.47,2.68,9.0,111,5000,21,27,13495
3,alfa-romero,gas,std,two,convertible,rwd,front,88.6,168.8,64.1,48.8,2548,dohc,four,130,mpfi,3.47,2.68,9.0,111,5000,21,27,16500
1,alfa-romero,gas,std,two,hatchback,rwd,front,94.5,171.2,65.5,52.4,2823,ohcv,six,152,mpfi,2.68,3.47,9.0,154,5000,19,26,16500
2,audi,gas,std,four,sedan,fwd,front,99.8,176.6,66.2,54.3,2337,ohc,four,109,mpfi,3.19,3.40,10.0,102,5500,24,30,13950
2,audi,gas,std,four,sedan,4wd,front,99.4,176.6,66.4,54.3,2824,ohc,five,136,mpfi,3.19,3.40,8.0,115,5500,18,22,17450
2,audi,gas,std,two,sedan,fwd,front,99.8,177.3,66.3,53.1,2507,ohc,five,136,mpfi,3.19,3.40,8.5,110,5500,19,25,15250
1,audi,gas,std,four,sedan,fwd,front,
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fmnobar / wine.csv
Created December 4, 2022 04:03
wine
class alcohol malic_acid ash alcalinity_of_ash magnesium total_phenols flavanoids nonflavanoid_phenols proanthocyanins color_intensity hue OD280/OD315_of_diluted_wines proline
1 14.23 1.71 2.43 15.6 127 2.8 3.06 0.28 2.29 5.64 1.04 3.92 1065
1 13.2 1.78 2.14 11.2 100 2.65 2.76 0.26 1.28 4.38 1.05 3.4 1050
1 13.16 2.36 2.67 18.6 101 2.8 3.24 0.3 2.81 5.68 1.03 3.17 1185
1 14.37 1.95 2.5 16.8 113 3.85 3.49 0.24 2.18 7.8 0.86 3.45 1480
1 13.24 2.59 2.87 21.0 118 2.8 2.69 0.39 1.82 4.32 1.04 2.93 735
1 14.2 1.76 2.45 15.2 112 3.27 3.39 0.34 1.97 6.75 1.05 2.85 1450
1 14.39 1.87 2.45 14.6 96 2.5 2.52 0.3 1.98 5.25 1.02 3.58 1290
1 14.06 2.15 2.61 17.6 121 2.6 2.51 0.31 1.25 5.05 1.06 3.58 1295
1 14.83 1.64 2.17 14.0 97 2.8 2.98 0.29 1.98 5.2 1.08 2.85 1045