s460985/mieszkania5
1
0
Fork 0
Code Issues Pull Requests Releases Wiki Activity

additional columns dummies

Browse Source
This commit is contained in:
Michal Maciaszek 2020-12-08 23:13:06 +01:00
parent 97b2b1e482
commit a6a7226ed0
5 changed files with 910 additions and 889 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

924
dev-0/out.tsv
View File

@ -1,462 +1,462 @@
525398.4375
517908.5
527081.0625
522168.1875
577209.125
587993.25
521458.25
523233.09375
544626.75
521813.21875
542834.125
519878.59375
525891.875
549912.3125
525313.25
522171.71875
520169.6875
394991.40625
521632.1875
567404.75
522853.28125
469051.1875
522594.15625
479682.6875
525362.9375
555790.6875
484457.09375
522193.03125
525008.0
528476.0625
520038.34375
520748.28125
527031.3125
547129.3125
527031.3125
470364.59375
532874.25
576385.625
518696.53125
533814.9375
520119.96875
477180.125
466637.375
522484.125
531841.25
576257.8125
542379.75
546493.875
519690.46875
542301.625
541471.0
468412.25
517837.5
524298.0625
530190.625
520393.3125
544963.9375
559056.4375
555435.6875
565629.875
515909.96875
577493.125
540171.8125
502844.8125
535657.25
549131.375
544531.625
531141.9375
525217.4375
554370.75
515494.65625
517631.59375
522523.15625
472494.4375
519715.3125
486160.96875
527670.3125
483186.28125
520592.09375
477535.09375
467524.8125
568270.875
519328.375
519683.34375
468412.25
522359.875
567049.75
525717.9375
516843.5625
567404.75
577696.1875
530552.6875
579828.875
477180.125
465572.4375
470897.0625
464294.53125
525714.375
522203.6875
570138.0625
479061.5
521103.25
522381.15625
519317.75
565711.5
565541.125
479416.46875
519385.1875
519410.03125
521280.75
521032.25
573539.4375
467549.65625
525150.0
519370.96875
521032.25
521742.21875
522239.1875
518547.4375
574859.1875
516311.09375
476576.65625
505248.0
540236.375
523588.09375
558389.125
517943.96875
550466.0625
520290.375
526427.875
546206.375
418848.53125
521767.78125
522700.65625
521564.71875
465551.125
566339.8125
467372.15625
517908.5
522949.125
588632.25
532462.4375
576953.5625
582956.1875
527847.75
567795.1875
549401.125
554473.75
547310.3125
483321.1875
467901.0625
522072.34375
487758.375
521813.21875
482490.53125
517908.5
470062.875
527457.3125
519974.4375
550466.0625
521639.28125
552950.875
521795.46875
520748.28125
522193.03125
515984.53125
484854.6875
466104.90625
527492.8125
540171.8125
519317.75
571071.625
522171.71875
525362.9375
559294.3125
571501.125
479121.8125
516531.1875
522505.40625
520567.25
557693.375
570244.5
563145.0625
517170.125
514507.8125
468767.21875
522359.875
540019.125
527421.8125
523233.09375
492095.4375
528905.625
520038.34375
580148.3125
520208.71875
529267.6875
521103.25
523793.96875
526676.375
530332.625
520038.34375
464276.78125
515991.625
525362.9375
469271.28125
519328.375
523233.09375
544076.5
550231.75
519232.53125
525717.9375
530687.5625
597201.3125
567404.75
527492.8125
571849.0
523375.09375
531610.5
522597.6875
521103.25
522682.90625
569928.625
561015.1875
571962.625
570219.6875
521458.25
578760.375
517908.5
520567.25
515920.625
518774.625
516062.625
519328.375
543366.5625
527393.4375
577649.3125
521458.25
469932.25
519186.40625
544431.5
568171.5
565658.25
544303.6875
515423.65625
571557.9375
521209.75
521316.25
545567.375
522132.6875
550856.5
523446.09375
519158.0
515991.625
535735.3125
520482.0625
521309.15625
522523.15625
589935.0
557565.5625
550466.0625
541321.875
566233.3125
579899.875
515100.625
571238.4375
536367.1875
565008.625
539926.875
497520.1875
516587.96875
515778.625
472458.9375
496810.21875
513528.09375
524106.34375
550519.3125
553309.375
551885.9375
521813.21875
487687.375
471074.5625
478301.84375
564919.9375
524287.375
579473.875
517908.5
545720.0625
564675.0
527137.8125
518192.46875
490385.1875
524564.25
521458.25
472657.75
470222.59375
514433.28125
520159.03125
522700.65625
521745.75
544786.4375
473381.875
533609.0
481191.34375
536104.5
517908.5
546667.8125
571284.625
564564.9375
575430.75
569552.3125
521376.59375
564859.5625
559375.9375
606097.0
574859.1875
517908.5
523410.59375
529384.8125
540608.375
528557.75
469338.71875
484386.09375
576989.0625
567049.75
569534.5625
517209.1875
396297.6875
519811.15625
470542.09375
465501.4375
521103.25
515256.8125
524043.1875
526995.8125
580858.25
512429.125
525362.9375
471962.0
521617.96875
466758.0625
529544.5625
478660.375
572179.125
520393.3125
538574.375
531788.0
538574.375
574837.875
480026.28125
521145.84375
520230.03125
522345.65625
567149.125
610711.6875
539589.625
568171.5
517912.03125
540693.625
516822.25
547981.25
526924.875
580858.25
595447.75
469832.125
525398.4375
572729.375
523907.5625
519702.5625
574837.875
521454.6875
522523.15625
516151.34375
519505.875
544638.125
576882.5625
519062.15625
543011.5625
469832.125
519796.9375
549756.125
568881.4375
515346.28125
584294.4375
521390.78125
588703.25
511324.4375
572338.875
515118.375
566539.3125
515157.4375
568672.0
568448.375
529267.6875
575711.125
572019.375
588703.25
552950.875
575757.3125
467382.8125
524695.625
523368.0
565020.0
491734.09375
482895.21875
476008.6875
411206.65625
561040.75
574149.25
519665.625
548691.1875
536700.875
539997.875
577035.1875
544442.125
534610.0625
580723.375
531497.625
523481.59375
577028.125
579307.0625
511264.09375
519317.75
536277.6875
527723.5625
520790.875
569925.0625
522370.53125
522370.53125
521241.6875
522313.71875
534446.75
534290.5625
546490.3125
555968.1875
550395.0625
532448.25
487651.875
584656.5
586318.5
521820.3125
572651.25
587471.4375
576889.6875
545176.9375
548588.25
552890.5625
637050.8125
527578.0
517241.125
520744.75
517195.0
578050.4375
517195.0
521255.90625
575622.375
530254.5
580496.1875
530254.5
572101.0625
523644.875
437410.1875
529942.125
361492.0
355634.5625
362807.84375
358965.8125
349667.53125
358101.125
358410.59375
359798.625
343540.84375
358688.21875
342138.9375
357175.28125
361877.875
347674.34375
361425.375
358968.59375
357402.90625
343113.9375
358546.625
342000.125
359501.59375
346600.9375
359298.9375
354915.15625
361464.25
352271.4375
358648.90625
358985.25
361186.625
363898.8125
357300.1875
357855.40625
362768.96875
345497.9375
362768.96875
347628.09375
367338.3125
349023.5
356250.84375
368073.96875
357364.03125
352958.0625
344713.25
359212.875
366530.5
348923.5625
341783.59375
345001.03125
357028.15625
341722.53125
341072.9375
346101.25
355579.0625
360631.4375
365239.65625
357577.78125
343804.5625
354825.40625
351993.84375
340612.125
354071.65625
349889.625
340056.90625
373028.75
369514.71875
347063.625
376454.8125
365983.625
361350.40625
351161.03125
353746.875
355418.03125
359243.40625
349293.6875
357047.5625
359981.40625
363268.65625
357655.09375
357733.25
353235.65625
345407.25
342677.5
356745.0
357022.59375
346101.25
359115.71875
341722.53125
361741.84375
354801.75
342000.125
369402.34375
365522.78125
351716.25
352958.0625
343880.4375
348044.46875
342881.0625
361739.0625
358993.5625
344137.6875
354429.34375
358133.0
359132.375
356736.65625
340675.96875
340542.71875
354706.96875
356789.40625
356808.84375
358271.8125
358077.46875
366151.59375
345426.6875
361297.6875
356778.3125
358077.46875
358632.6875
359021.34375
356134.25
347829.8125
354385.34375
352486.125
374908.125
373095.8125
360076.21875
354303.5
355662.34375
348107.40625
357497.28125
362297.03125
344776.15625
342232.75
364804.09375
359382.21875
358493.875
343863.78125
341167.3125
345287.875
355634.5625
359576.53125
358600.8125
367016.3125
349467.65625
354161.9375
363407.46875
342305.5
347274.59375
351241.53125
345639.5
357760.59375
345701.5
358890.84375
361230.625
358688.21875
357111.0
355634.5625
347392.125
363102.09375
357250.21875
348107.40625
358552.1875
350050.625
358674.34375
357855.40625
358985.25
354129.96875
358959.84375
344296.84375
363129.84375
340056.90625
356736.65625
344867.78125
358968.59375
361464.25
355011.40625
345203.6875
354476.53125
354557.46875
359229.53125
357713.8125
353759.40625
344220.96875
338668.90625
355057.15625
352975.125
346378.875
359115.71875
339937.53125
363074.34375
359798.625
341599.25
364234.71875
357300.1875
351966.09375
357433.4375
364517.875
358133.0
360237.21875
362491.375
365350.6875
357300.1875
342867.1875
354135.53125
361464.25
346773.0625
356745.0
359798.625
343110.5625
347924.1875
356670.03125
361741.84375
365628.28125
365302.15625
342000.125
363129.84375
345475.71875
359909.65625
366350.0625
359301.71875
358133.0
359368.34375
343973.90625
337003.28125
345564.5625
344201.53125
358410.59375
350880.65625
355634.5625
357713.8125
354080.0
356311.9375
354191.03125
356745.0
342555.34375
363052.125
350011.75
358410.59375
362596.15625
356633.9375
343388.15625
342599.75
340634.34375
343288.21875
353691.34375
345248.09375
358216.28125
358299.5625
344276.46875
358938.0625
348412.78125
359965.1875
356611.75
354135.53125
369575.8125
357647.1875
358294.0
359243.40625
359619.59375
353659.46875
348107.40625
340956.34375
341084.03125
351771.75
353438.71875
344998.25
370069.9375
340126.3125
339865.375
368864.71875
354601.875
353968.96875
349265.9375
368309.5
352208.9375
360481.53125
348149.03125
350331.0
349217.8125
358688.21875
361175.09375
348183.28125
353835.28125
340056.90625
360623.09375
351438.65625
355634.5625
344395.84375
339865.375
362852.25
355856.65625
363284.90625
360839.625
358410.59375
349421.40625
347517.03125
352916.84375
357394.5625
359382.21875
358635.46875
343665.75
349987.71875
367912.96875
356094.96875
369864.5
355634.5625
345137.0625
345034.34375
339779.3125
348276.75
343679.625
358346.75
340009.71875
355075.25
372258.875
347829.8125
355634.5625
359937.40625
364609.46875
340398.375
363962.65625
346825.8125
358593.40625
349495.40625
341722.53125
343665.75
355087.6875
344135.5
357122.53125
347766.875
343824.90625
358133.0
353560.875
366583.53125
362741.21875
352521.28125
380524.03125
361464.25
348877.28125
358535.53125
344807.625
364734.40625
354115.65625
345733.90625
357577.78125
338807.6875
366488.84375
338807.6875
347813.15625
332160.75
358166.3125
357450.09375
359104.625
341800.25
375867.71875
339601.65625
342599.75
355637.34375
340465.0
354785.09375
346164.1875
362685.6875
352521.28125
363930.78125
347211.6875
361492.0
346164.1875
360326.0625
386212.125
347813.15625
358407.84375
359243.40625
354260.4375
356883.78125
376538.09375
349412.125
356536.78125
342277.75
347211.6875
357111.40625
347552.1875
343154.96875
359782.28125
355208.5
358357.875
358656.3125
356637.03125
345858.8125
353452.625
360677.28125
353483.15625
342991.1875
342816.28125
364517.875
348496.0625
345608.96875
358656.3125
350050.625
348532.125
345296.21875
360942.34375
359904.09375
359489.125
364339.78125
357427.46875
352041.96875
355794.84375
356377.1875
347274.59375
357008.71875
346719.375
370330.875
339920.875
349531.5
343396.46875
368695.8125
352415.8125
372413.21875
359992.9375
349525.96875
351308.15625
356589.84375
356736.65625
337011.59375
363310.3125
357888.71875
343971.125
359124.03125
359124.03125
358241.28125
359079.625
368568.09375
368445.96875
344998.25
352410.25
348051.875
367005.1875
361147.34375
355491.65625
376145.3125
358693.75
346103.09375
357693.03125
349417.6875
343971.125
346638.875
350003.4375
396465.84375
363196.46875
355112.6875
357852.625
355076.59375
350325.4375
355076.59375
358252.375
348426.65625
365289.59375
352238.125
365289.59375
345672.8125
360120.625
356748.59375
365045.3125

1 525398.4375 361492.0
2 517908.5 355634.5625
3 527081.0625 362807.84375
4 522168.1875 358965.8125
5 577209.125 349667.53125
6 587993.25 358101.125
7 521458.25 358410.59375
8 523233.09375 359798.625
9 544626.75 343540.84375
10 521813.21875 358688.21875
11 542834.125 342138.9375
12 519878.59375 357175.28125
13 525891.875 361877.875
14 549912.3125 347674.34375
15 525313.25 361425.375
16 522171.71875 358968.59375
17 520169.6875 357402.90625
18 394991.40625 343113.9375
19 521632.1875 358546.625
20 567404.75 342000.125
21 522853.28125 359501.59375
22 469051.1875 346600.9375
23 522594.15625 359298.9375
24 479682.6875 354915.15625
25 525362.9375 361464.25
26 555790.6875 352271.4375
27 484457.09375 358648.90625
28 522193.03125 358985.25
29 525008.0 361186.625
30 528476.0625 363898.8125
31 520038.34375 357300.1875
32 520748.28125 357855.40625
33 527031.3125 362768.96875
34 547129.3125 345497.9375
35 527031.3125 362768.96875
36 470364.59375 347628.09375
37 532874.25 367338.3125
38 576385.625 349023.5
39 518696.53125 356250.84375
40 533814.9375 368073.96875
41 520119.96875 357364.03125
42 477180.125 352958.0625
43 466637.375 344713.25
44 522484.125 359212.875
45 531841.25 366530.5
46 576257.8125 348923.5625
47 542379.75 341783.59375
48 546493.875 345001.03125
49 519690.46875 357028.15625
50 542301.625 341722.53125
51 541471.0 341072.9375
52 468412.25 346101.25
53 517837.5 355579.0625
54 524298.0625 360631.4375
55 530190.625 365239.65625
56 520393.3125 357577.78125
57 544963.9375 343804.5625
58 559056.4375 354825.40625
59 555435.6875 351993.84375
60 565629.875 340612.125
61 515909.96875 354071.65625
62 577493.125 349889.625
63 540171.8125 340056.90625
64 502844.8125 373028.75
65 535657.25 369514.71875
66 549131.375 347063.625
67 544531.625 376454.8125
68 531141.9375 365983.625
69 525217.4375 361350.40625
70 554370.75 351161.03125
71 515494.65625 353746.875
72 517631.59375 355418.03125
73 522523.15625 359243.40625
74 472494.4375 349293.6875
75 519715.3125 357047.5625
76 486160.96875 359981.40625
77 527670.3125 363268.65625
78 483186.28125 357655.09375
79 520592.09375 357733.25
80 477535.09375 353235.65625
81 467524.8125 345407.25
82 568270.875 342677.5
83 519328.375 356745.0
84 519683.34375 357022.59375
85 468412.25 346101.25
86 522359.875 359115.71875
87 567049.75 341722.53125
88 525717.9375 361741.84375
89 516843.5625 354801.75
90 567404.75 342000.125
91 577696.1875 369402.34375
92 530552.6875 365522.78125
93 579828.875 351716.25
94 477180.125 352958.0625
95 465572.4375 343880.4375
96 470897.0625 348044.46875
97 464294.53125 342881.0625
98 525714.375 361739.0625
99 522203.6875 358993.5625
100 570138.0625 344137.6875
101 479061.5 354429.34375
102 521103.25 358133.0
103 522381.15625 359132.375
104 519317.75 356736.65625
105 565711.5 340675.96875
106 565541.125 340542.71875
107 479416.46875 354706.96875
108 519385.1875 356789.40625
109 519410.03125 356808.84375
110 521280.75 358271.8125
111 521032.25 358077.46875
112 573539.4375 366151.59375
113 467549.65625 345426.6875
114 525150.0 361297.6875
115 519370.96875 356778.3125
116 521032.25 358077.46875
117 521742.21875 358632.6875
118 522239.1875 359021.34375
119 518547.4375 356134.25
120 574859.1875 347829.8125
121 516311.09375 354385.34375
122 476576.65625 352486.125
123 505248.0 374908.125
124 540236.375 373095.8125
125 523588.09375 360076.21875
126 558389.125 354303.5
127 517943.96875 355662.34375
128 550466.0625 348107.40625
129 520290.375 357497.28125
130 526427.875 362297.03125
131 546206.375 344776.15625
132 418848.53125 342232.75
133 521767.78125 364804.09375
134 522700.65625 359382.21875
135 521564.71875 358493.875
136 465551.125 343863.78125
137 566339.8125 341167.3125
138 467372.15625 345287.875
139 517908.5 355634.5625
140 522949.125 359576.53125
141 588632.25 358600.8125
142 532462.4375 367016.3125
143 576953.5625 349467.65625
144 582956.1875 354161.9375
145 527847.75 363407.46875
146 567795.1875 342305.5
147 549401.125 347274.59375
148 554473.75 351241.53125
149 547310.3125 345639.5
150 483321.1875 357760.59375
151 467901.0625 345701.5
152 522072.34375 358890.84375
153 487758.375 361230.625
154 521813.21875 358688.21875
155 482490.53125 357111.0
156 517908.5 355634.5625
157 470062.875 347392.125
158 527457.3125 363102.09375
159 519974.4375 357250.21875
160 550466.0625 348107.40625
161 521639.28125 358552.1875
162 552950.875 350050.625
163 521795.46875 358674.34375
164 520748.28125 357855.40625
165 522193.03125 358985.25
166 515984.53125 354129.96875
167 484854.6875 358959.84375
168 466104.90625 344296.84375
169 527492.8125 363129.84375
170 540171.8125 340056.90625
171 519317.75 356736.65625
172 571071.625 344867.78125
173 522171.71875 358968.59375
174 525362.9375 361464.25
175 559294.3125 355011.40625
176 571501.125 345203.6875
177 479121.8125 354476.53125
178 516531.1875 354557.46875
179 522505.40625 359229.53125
180 520567.25 357713.8125
181 557693.375 353759.40625
182 570244.5 344220.96875
183 563145.0625 338668.90625
184 517170.125 355057.15625
185 514507.8125 352975.125
186 468767.21875 346378.875
187 522359.875 359115.71875
188 540019.125 339937.53125
189 527421.8125 363074.34375
190 523233.09375 359798.625
191 492095.4375 341599.25
192 528905.625 364234.71875
193 520038.34375 357300.1875
194 580148.3125 351966.09375
195 520208.71875 357433.4375
196 529267.6875 364517.875
197 521103.25 358133.0
198 523793.96875 360237.21875
199 526676.375 362491.375
200 530332.625 365350.6875
201 520038.34375 357300.1875
202 464276.78125 342867.1875
203 515991.625 354135.53125
204 525362.9375 361464.25
205 469271.28125 346773.0625
206 519328.375 356745.0
207 523233.09375 359798.625
208 544076.5 343110.5625
209 550231.75 347924.1875
210 519232.53125 356670.03125
211 525717.9375 361741.84375
212 530687.5625 365628.28125
213 597201.3125 365302.15625
214 567404.75 342000.125
215 527492.8125 363129.84375
216 571849.0 345475.71875
217 523375.09375 359909.65625
218 531610.5 366350.0625
219 522597.6875 359301.71875
220 521103.25 358133.0
221 522682.90625 359368.34375
222 569928.625 343973.90625
223 561015.1875 337003.28125
224 571962.625 345564.5625
225 570219.6875 344201.53125
226 521458.25 358410.59375
227 578760.375 350880.65625
228 517908.5 355634.5625
229 520567.25 357713.8125
230 515920.625 354080.0
231 518774.625 356311.9375
232 516062.625 354191.03125
233 519328.375 356745.0
234 543366.5625 342555.34375
235 527393.4375 363052.125
236 577649.3125 350011.75
237 521458.25 358410.59375
238 469932.25 362596.15625
239 519186.40625 356633.9375
240 544431.5 343388.15625
241 568171.5 342599.75
242 565658.25 340634.34375
243 544303.6875 343288.21875
244 515423.65625 353691.34375
245 571557.9375 345248.09375
246 521209.75 358216.28125
247 521316.25 358299.5625
248 545567.375 344276.46875
249 522132.6875 358938.0625
250 550856.5 348412.78125
251 523446.09375 359965.1875
252 519158.0 356611.75
253 515991.625 354135.53125
254 535735.3125 369575.8125
255 520482.0625 357647.1875
256 521309.15625 358294.0
257 522523.15625 359243.40625
258 589935.0 359619.59375
259 557565.5625 353659.46875
260 550466.0625 348107.40625
261 541321.875 340956.34375
262 566233.3125 341084.03125
263 579899.875 351771.75
264 515100.625 353438.71875
265 571238.4375 344998.25
266 536367.1875 370069.9375
267 565008.625 340126.3125
268 539926.875 339865.375
269 497520.1875 368864.71875
270 516587.96875 354601.875
271 515778.625 353968.96875
272 472458.9375 349265.9375
273 496810.21875 368309.5
274 513528.09375 352208.9375
275 524106.34375 360481.53125
276 550519.3125 348149.03125
277 553309.375 350331.0
278 551885.9375 349217.8125
279 521813.21875 358688.21875
280 487687.375 361175.09375
281 471074.5625 348183.28125
282 478301.84375 353835.28125
283 564919.9375 340056.90625
284 524287.375 360623.09375
285 579473.875 351438.65625
286 517908.5 355634.5625
287 545720.0625 344395.84375
288 564675.0 339865.375
289 527137.8125 362852.25
290 518192.46875 355856.65625
291 490385.1875 363284.90625
292 524564.25 360839.625
293 521458.25 358410.59375
294 472657.75 349421.40625
295 470222.59375 347517.03125
296 514433.28125 352916.84375
297 520159.03125 357394.5625
298 522700.65625 359382.21875
299 521745.75 358635.46875
300 544786.4375 343665.75
301 473381.875 349987.71875
302 533609.0 367912.96875
303 481191.34375 356094.96875
304 536104.5 369864.5
305 517908.5 355634.5625
306 546667.8125 345137.0625
307 571284.625 345034.34375
308 564564.9375 339779.3125
309 575430.75 348276.75
310 569552.3125 343679.625
311 521376.59375 358346.75
312 564859.5625 340009.71875
313 559375.9375 355075.25
314 606097.0 372258.875
315 574859.1875 347829.8125
316 517908.5 355634.5625
317 523410.59375 359937.40625
318 529384.8125 364609.46875
319 540608.375 340398.375
320 528557.75 363962.65625
321 469338.71875 346825.8125
322 484386.09375 358593.40625
323 576989.0625 349495.40625
324 567049.75 341722.53125
325 569534.5625 343665.75
326 517209.1875 355087.6875
327 396297.6875 344135.5
328 519811.15625 357122.53125
329 470542.09375 347766.875
330 465501.4375 343824.90625
331 521103.25 358133.0
332 515256.8125 353560.875
333 524043.1875 366583.53125
334 526995.8125 362741.21875
335 580858.25 352521.28125
336 512429.125 380524.03125
337 525362.9375 361464.25
338 471962.0 348877.28125
339 521617.96875 358535.53125
340 466758.0625 344807.625
341 529544.5625 364734.40625
342 478660.375 354115.65625
343 572179.125 345733.90625
344 520393.3125 357577.78125
345 538574.375 338807.6875
346 531788.0 366488.84375
347 538574.375 338807.6875
348 574837.875 347813.15625
349 480026.28125 332160.75
350 521145.84375 358166.3125
351 520230.03125 357450.09375
352 522345.65625 359104.625
353 567149.125 341800.25
354 610711.6875 375867.71875
355 539589.625 339601.65625
356 568171.5 342599.75
357 517912.03125 355637.34375
358 540693.625 340465.0
359 516822.25 354785.09375
360 547981.25 346164.1875
361 526924.875 362685.6875
362 580858.25 352521.28125
363 595447.75 363930.78125
364 469832.125 347211.6875
365 525398.4375 361492.0
366 572729.375 346164.1875
367 523907.5625 360326.0625
368 519702.5625 386212.125
369 574837.875 347813.15625
370 521454.6875 358407.84375
371 522523.15625 359243.40625
372 516151.34375 354260.4375
373 519505.875 356883.78125
374 544638.125 376538.09375
375 576882.5625 349412.125
376 519062.15625 356536.78125
377 543011.5625 342277.75
378 469832.125 347211.6875
379 519796.9375 357111.40625
380 549756.125 347552.1875
381 568881.4375 343154.96875
382 515346.28125 359782.28125
383 584294.4375 355208.5
384 521390.78125 358357.875
385 588703.25 358656.3125
386 511324.4375 356637.03125
387 572338.875 345858.8125
388 515118.375 353452.625
389 566539.3125 360677.28125
390 515157.4375 353483.15625
391 568672.0 342991.1875
392 568448.375 342816.28125
393 529267.6875 364517.875
394 575711.125 348496.0625
395 572019.375 345608.96875
396 588703.25 358656.3125
397 552950.875 350050.625
398 575757.3125 348532.125
399 467382.8125 345296.21875
400 524695.625 360942.34375
401 523368.0 359904.09375
402 565020.0 359489.125
403 491734.09375 364339.78125
404 482895.21875 357427.46875
405 476008.6875 352041.96875
406 411206.65625 355794.84375
407 561040.75 356377.1875
408 574149.25 347274.59375
409 519665.625 357008.71875
410 548691.1875 346719.375
411 536700.875 370330.875
412 539997.875 339920.875
413 577035.1875 349531.5
414 544442.125 343396.46875
415 534610.0625 368695.8125
416 580723.375 352415.8125
417 531497.625 372413.21875
418 523481.59375 359992.9375
419 577028.125 349525.96875
420 579307.0625 351308.15625
421 511264.09375 356589.84375
422 519317.75 356736.65625
423 536277.6875 337011.59375
424 527723.5625 363310.3125
425 520790.875 357888.71875
426 569925.0625 343971.125
427 522370.53125 359124.03125
428 522370.53125 359124.03125
429 521241.6875 358241.28125
430 522313.71875 359079.625
431 534446.75 368568.09375
432 534290.5625 368445.96875
433 546490.3125 344998.25
434 555968.1875 352410.25
435 550395.0625 348051.875
436 532448.25 367005.1875
437 487651.875 361147.34375
438 584656.5 355491.65625
439 586318.5 376145.3125
440 521820.3125 358693.75
441 572651.25 346103.09375
442 587471.4375 357693.03125
443 576889.6875 349417.6875
444 545176.9375 343971.125
445 548588.25 346638.875
446 552890.5625 350003.4375
447 637050.8125 396465.84375
448 527578.0 363196.46875
449 517241.125 355112.6875
450 520744.75 357852.625
451 517195.0 355076.59375
452 578050.4375 350325.4375
453 517195.0 355076.59375
454 521255.90625 358252.375
455 575622.375 348426.65625
456 530254.5 365289.59375
457 580496.1875 352238.125
458 530254.5 365289.59375
459 572101.0625 345672.8125
460 523644.875 360120.625
461 437410.1875 356748.59375
462 529942.125 365045.3125

BIN
model.pkl
View File

Binary file not shown.

22
predict.py
View File

@ -17,7 +17,25 @@ def read_data_file(filepath):
def dataframe_to_arrays(dataframe):
dataframe1 = dataframe.copy(deep=True)
dataframe1["type"] = dataframe1["type"].astype('category').cat.codes
#dataframe1["type"] = dataframe1["type"].astype('category').cat.codes
dataframe1 = pd.get_dummies(dataframe1, columns=['type'])
if 'type_apartamentowiec' not in dataframe1:
dataframe1['type_apartamentowiec'] = 0
if 'type_blok' not in dataframe1:
dataframe1['type_blok'] = 0
if 'type_dom wolnostojący' not in dataframe1:
dataframe1['type_dom wolnostojący'] = 0
if 'type_loft' not in dataframe1:
dataframe1['type_loft'] = 0
if 'type_kamienica' not in dataframe1:
dataframe1['type_kamienica'] = 0
if 'type_plomba' not in dataframe1:
dataframe1['type_plomba'] = 0
if 'type_szeregowiec' not in dataframe1:
dataframe1['type_szeregowiec'] = 0
return dataframe1
#PREDICT_FILE_PATH = 'dev-0/in.tsv'
@ -31,7 +49,7 @@ def main():
for index, row in data.iterrows():
#print(row[0], row[1])
x = torch.tensor([float(row[0]), float(row[1]), 1])
x = torch.tensor([float(row[0]), float(row[1]), 1, float(row[3]), float(row[4]),float(row[5]),float(row[6]),float(row[7]),float(row[8])])
y = x @ w
print(y.item())

836
test-A/out.tsv
View File

@ -1,418 +1,418 @@
526424.3125
527137.8125
522576.40625
545414.75
520166.125
537396.625
569712.0625
508069.3125
432451.1875
521763.5
526069.375
526427.875
521600.21875
517908.5
521458.25
521813.21875
536580.1875
498484.96875
515068.6875
476548.25
530687.5625
515423.65625
546916.3125
518263.46875
584798.5
521745.75
527013.5625
424897.3125
538861.9375
521742.21875
490420.6875
477641.59375
501069.9375
541552.625
544786.4375
530190.625
473026.90625
524298.0625
519683.34375
554292.6875
527031.3125
573400.25
566872.25
525717.9375
517553.5
522359.875
526108.375
517102.6875
515317.15625
586928.375
525373.625
539390.8125
542976.0625
526356.875
521458.25
478003.65625
550966.5625
541925.375
546398.0625
519186.40625
585401.9375
473381.875
521813.21875
484386.09375
518075.3125
548336.1875
558311.0
572864.25
471962.0
518334.46875
466992.34375
575924.125
477109.125
475462.03125
520641.78125
526605.375
519399.375
470542.09375
521745.75
523943.0625
538518.3125
534546.1875
552727.25
526960.375
515778.625
523705.21875
519356.78125
526250.375
521671.21875
517908.5
524010.5
467336.65625
526214.875
471962.0
570599.5
503909.71875
541159.3125
477180.125
567440.25
566588.3125
523233.09375
522168.1875
522878.125
525362.9375
519434.875
520783.78125
526782.875
585820.8125
585632.6875
569179.625
493970.4375
523960.8125
515121.9375
543366.5625
586395.875
515104.1875
569211.5625
523339.59375
495645.1875
568434.1875
496071.15625
519839.5625
520680.84375
521997.78125
554136.5
465501.4375
543224.5625
522193.03125
525313.25
525717.9375
475937.6875
573978.875
517908.5
518263.46875
526889.375
441995.71875
520748.28125
522168.1875
572374.375
561470.25
573080.75
516531.1875
527066.8125
527279.8125
535302.25
569534.5625
520180.3125
493970.4375
526782.875
522271.125
515359.75
519683.34375
516864.84375
528202.75
567049.75
521103.25
504261.15625
499912.71875
522004.90625
540520.375
528202.75
568114.6875
521458.25
549312.375
528316.375
536277.6875
525494.3125
524298.0625
523233.09375
525714.375
564103.5
529729.125
522335.03125
518263.46875
567138.5
520059.625
570599.5
545567.375
553305.875
542766.625
517908.5
477996.5625
530687.5625
523304.09375
518100.15625
518689.4375
554558.9375
529367.8125
523233.09375
527989.75
499904.875
572349.5625
570954.5
495745.3125
515750.25
574894.6875
519683.34375
472671.9375
520073.84375
522878.125
596938.625
574859.1875
518930.8125
521209.75
580538.8125
523577.4375
513528.09375
469771.78125
518845.625
551689.375
521788.375
546561.3125
568789.125
478848.5
518618.4375
488645.8125
481191.34375
513528.09375
515991.625
555535.8125
521813.21875
472377.3125
469832.125
515121.9375
547981.25
518653.9375
524408.0625
495390.3125
520038.34375
520038.34375
521813.21875
529420.3125
517731.0
519683.34375
430818.3125
548637.9375
482721.28125
531597.75
549046.1875
522913.625
575569.125
577699.0
521813.21875
520418.15625
576634.0625
550572.5625
540171.8125
517908.5
519740.15625
533988.875
545490.0625
515423.65625
547310.3125
519044.40625
481191.34375
557636.5625
551673.0
531354.9375
548637.9375
562825.5625
518732.03125
518976.96875
531940.625
526214.875
475618.21875
519985.09375
521032.25
528202.75
556145.625
528557.75
528202.75
519974.4375
535657.25
432415.6875
484208.625
525008.0
517127.53125
523836.5625
576634.0625
546206.375
571664.4375
555790.6875
527847.75
522228.53125
513528.09375
570599.5
570599.5
576953.5625
570954.5
577699.0
517567.71875
516069.71875
523584.53125
530247.4375
538603.5
546348.375
581958.6875
567404.75
521458.25
568292.1875
526924.875
516985.5625
543331.0625
519385.1875
519079.90625
546561.3125
586218.375
516453.09375
549720.625
521813.21875
569307.375
573084.3125
576989.0625
567568.0
570528.5
523708.78125
585863.4375
534734.3125
546873.6875
521458.25
564838.25
545578.0625
571309.4375
572019.375
568544.1875
516879.0625
547981.25
577699.0
526179.375
586076.4375
552418.4375
517553.5
460844.90625
578029.125
580006.375
541591.6875
519399.375
522913.625
552773.375
564838.25
525749.875
470503.03125
524901.5
572608.6875
540520.375
532391.4375
521032.25
579307.0625
573222.75
516812.34375
519328.375
526356.875
417851.0625
532817.4375
511518.9375
521309.15625
491286.8125
518618.4375
520038.34375
508169.4375
521057.125
566460.5
522803.59375
525022.1875
552950.875
521632.1875
528699.75
497165.1875
570954.5
572835.875
521458.25
604872.3125
566552.8125
464188.03125
569886.0
557210.5625
522168.1875
568672.0
547644.0
568182.125
544613.25
517411.53125
498833.59375
574408.375
546557.8125
486292.3125
521546.96875
519654.96875
454064.875
454064.875
466276.0
529139.875
446042.4375
571621.8125
523889.8125
520893.8125
521813.21875
466935.53125
521277.1875
550466.0625
521976.5
531479.1875
523389.3125
523389.3125
433469.9375
518795.9375
560057.5
505436.125
528692.625
525096.75
522012.0
564575.5625
517191.4375
516832.90625
521834.5
531649.5625
579697.5
527791.0
362294.28125
362852.25
359285.0625
344157.125
357400.125
370874.96875
343804.5625
354091.40625
352870.5
358649.34375
362016.65625
362297.03125
358521.65625
355634.5625
358410.59375
358688.21875
370236.5
346596.125
353413.75
352463.9375
365628.28125
353691.34375
345331.375
355912.1875
355602.6875
358635.46875
362755.09375
346963.09375
339032.5625
358632.6875
363312.65625
353318.9375
371640.75
341136.78125
343665.75
365239.65625
349710.09375
360631.4375
357022.59375
351099.96875
362768.96875
346688.84375
341583.71875
361741.84375
355356.96875
359115.71875
362047.21875
355004.40625
353608.0625
357268.3125
361472.5625
339446.1875
342249.96875
362241.53125
358410.59375
353602.09375
348498.8125
341428.28125
344926.0625
356633.9375
356074.625
349987.71875
358688.21875
358593.40625
355765.0625
346441.78125
354242.4375
346269.65625
348877.28125
355967.6875
344990.84375
348662.59375
352902.53125
351614.46875
357772.125
362435.84375
356800.5
347766.875
358635.46875
360353.8125
371752.21875
368645.84375
349875.75
362713.46875
353968.96875
360167.84375
356767.1875
362158.25
358577.15625
355634.5625
360406.5625
345260.125
362130.5
348877.28125
344498.5625
373861.5625
373817.5625
352958.0625
342027.90625
341361.65625
359798.625
358965.8125
359521.03125
361464.25
356828.28125
357883.15625
362574.65625
356402.1875
356255.0625
343388.15625
366088.6875
360367.71875
353455.375
342555.34375
356851.90625
353441.5
343413.125
359881.90625
344375.28125
342805.1875
344708.40625
357144.71875
357802.65625
358832.5625
350977.8125
343824.90625
342444.3125
358985.25
361425.375
361741.84375
351986.4375
347141.34375
355634.5625
355912.1875
362657.9375
340748.78125
357855.40625
358965.8125
345886.59375
356713.09375
346439.0
354557.46875
362796.71875
362963.28125
369237.125
343665.75
357411.21875
366088.6875
362574.65625
359046.3125
353641.375
357022.59375
354818.40625
363685.0625
341722.53125
358133.0
374136.40625
370735.75
358838.125
373317.875
363685.0625
342555.34375
358410.59375
347205.1875
363773.90625
337011.59375
361566.9375
360631.4375
359798.625
361739.0625
339418.4375
364878.75
359096.28125
355912.1875
341791.9375
357316.84375
344498.5625
344276.46875
350328.21875
342086.1875
355634.5625
353596.53125
365628.28125
359854.15625
355784.46875
356245.3125
351308.15625
370747.59375
359798.625
363518.5
347706.53125
345867.15625
344776.15625
367476.6875
353946.75
347857.5625
357022.59375
349432.5
357327.9375
359521.03125
365096.71875
347829.8125
356434.0625
358216.28125
352271.4375
360067.90625
352208.9375
347164.46875
356367.4375
411226.9375
358668.78125
345053.78125
343082.78125
354262.78125
356189.78125
361924.625
356094.96875
352208.9375
354135.53125
385060.5
358688.21875
349202.09375
347211.6875
353455.375
346164.1875
356217.53125
360717.5
367199.09375
357300.1875
357300.1875
358688.21875
364637.25
355495.78125
357022.59375
351593.5
346677.75
357291.4375
395514.59375
346997.0
359548.78125
348385.0
350050.625
358688.21875
357597.21875
349217.8125
348190.6875
340056.90625
355634.5625
357067.0
368210.0
377204.34375
353691.34375
345639.5
356522.90625
356094.96875
353715.0
349051.25
366150.1875
346677.75
338419.0625
356278.625
356470.15625
366608.21875
362130.5
351736.59375
357258.5625
358077.46875
363685.0625
352549.0625
363962.65625
363685.0625
357250.21875
369514.71875
352842.71875
358454.59375
361186.625
355023.84375
360270.53125
349217.8125
344776.15625
345331.375
352271.4375
363407.46875
359013.0
352208.9375
344498.5625
344498.5625
349467.65625
344776.15625
350050.625
355368.0625
354196.59375
360073.4375
365284.0625
371818.84375
344887.21875
353381.875
342000.125
358410.59375
342694.15625
362685.6875
354912.8125
342527.59375
356789.40625
356550.65625
345053.78125
356713.09375
354496.40625
347524.4375
358688.21875
343488.09375
346441.78125
349495.40625
342127.84375
344443.03125
360170.59375
356435.5
368792.96875
345298.0625
358410.59375
339993.0625
344284.8125
345053.78125
345608.96875
342891.25
354829.53125
346164.1875
350050.625
362102.71875
356602.0625
349634.21875
355356.96875
355489.5
350308.78125
351855.03125
341167.3125
356800.5
359548.78125
349911.8125
339993.0625
361766.8125
347736.34375
361103.34375
346069.78125
373317.875
366960.78125
358077.46875
351308.15625
346550.0625
360928.78125
356745.0
362241.53125
341452.65625
367293.90625
350637.71875
358294.0
363990.0
356189.78125
357300.1875
377192.8125
358096.90625
341261.71875
359462.71875
361197.75
350050.625
358546.625
364073.71875
368587.09375
344776.15625
346247.46875
358410.59375
371301.15625
341333.875
342797.78125
343940.59375
353381.875
358965.8125
342991.1875
345900.46875
342608.09375
376518.65625
355245.9375
369891.84375
347477.25
345051.0
360084.125
358480.0
357000.375
350187.28125
350187.28125
359736.8125
364417.9375
343913.4375
345298.0625
360312.1875
357969.21875
358688.21875
344946.4375
358269.03125
348107.40625
358815.90625
366247.34375
359920.75
359920.75
353667.21875
356328.59375
355608.25
375055.28125
364068.15625
361256.03125
358843.65625
339787.625
355073.8125
354793.4375
358704.875
366380.59375
351613.53125
363363.03125

1 526424.3125 362294.28125
2 527137.8125 362852.25
3 522576.40625 359285.0625
4 545414.75 344157.125
5 520166.125 357400.125
6 537396.625 370874.96875
7 569712.0625 343804.5625
8 508069.3125 354091.40625
9 432451.1875 352870.5
10 521763.5 358649.34375
11 526069.375 362016.65625
12 526427.875 362297.03125
13 521600.21875 358521.65625
14 517908.5 355634.5625
15 521458.25 358410.59375
16 521813.21875 358688.21875
17 536580.1875 370236.5
18 498484.96875 346596.125
19 515068.6875 353413.75
20 476548.25 352463.9375
21 530687.5625 365628.28125
22 515423.65625 353691.34375
23 546916.3125 345331.375
24 518263.46875 355912.1875
25 584798.5 355602.6875
26 521745.75 358635.46875
27 527013.5625 362755.09375
28 424897.3125 346963.09375
29 538861.9375 339032.5625
30 521742.21875 358632.6875
31 490420.6875 363312.65625
32 477641.59375 353318.9375
33 501069.9375 371640.75
34 541552.625 341136.78125
35 544786.4375 343665.75
36 530190.625 365239.65625
37 473026.90625 349710.09375
38 524298.0625 360631.4375
39 519683.34375 357022.59375
40 554292.6875 351099.96875
41 527031.3125 362768.96875
42 573400.25 346688.84375
43 566872.25 341583.71875
44 525717.9375 361741.84375
45 517553.5 355356.96875
46 522359.875 359115.71875
47 526108.375 362047.21875
48 517102.6875 355004.40625
49 515317.15625 353608.0625
50 586928.375 357268.3125
51 525373.625 361472.5625
52 539390.8125 339446.1875
53 542976.0625 342249.96875
54 526356.875 362241.53125
55 521458.25 358410.59375
56 478003.65625 353602.09375
57 550966.5625 348498.8125
58 541925.375 341428.28125
59 546398.0625 344926.0625
60 519186.40625 356633.9375
61 585401.9375 356074.625
62 473381.875 349987.71875
63 521813.21875 358688.21875
64 484386.09375 358593.40625
65 518075.3125 355765.0625
66 548336.1875 346441.78125
67 558311.0 354242.4375
68 572864.25 346269.65625
69 471962.0 348877.28125
70 518334.46875 355967.6875
71 466992.34375 344990.84375
72 575924.125 348662.59375
73 477109.125 352902.53125
74 475462.03125 351614.46875
75 520641.78125 357772.125
76 526605.375 362435.84375
77 519399.375 356800.5
78 470542.09375 347766.875
79 521745.75 358635.46875
80 523943.0625 360353.8125
81 538518.3125 371752.21875
82 534546.1875 368645.84375
83 552727.25 349875.75
84 526960.375 362713.46875
85 515778.625 353968.96875
86 523705.21875 360167.84375
87 519356.78125 356767.1875
88 526250.375 362158.25
89 521671.21875 358577.15625
90 517908.5 355634.5625
91 524010.5 360406.5625
92 467336.65625 345260.125
93 526214.875 362130.5
94 471962.0 348877.28125
95 570599.5 344498.5625
96 503909.71875 373861.5625
97 541159.3125 373817.5625
98 477180.125 352958.0625
99 567440.25 342027.90625
100 566588.3125 341361.65625
101 523233.09375 359798.625
102 522168.1875 358965.8125
103 522878.125 359521.03125
104 525362.9375 361464.25
105 519434.875 356828.28125
106 520783.78125 357883.15625
107 526782.875 362574.65625
108 585820.8125 356402.1875
109 585632.6875 356255.0625
110 569179.625 343388.15625
111 493970.4375 366088.6875
112 523960.8125 360367.71875
113 515121.9375 353455.375
114 543366.5625 342555.34375
115 586395.875 356851.90625
116 515104.1875 353441.5
117 569211.5625 343413.125
118 523339.59375 359881.90625
119 495645.1875 344375.28125
120 568434.1875 342805.1875
121 496071.15625 344708.40625
122 519839.5625 357144.71875
123 520680.84375 357802.65625
124 521997.78125 358832.5625
125 554136.5 350977.8125
126 465501.4375 343824.90625
127 543224.5625 342444.3125
128 522193.03125 358985.25
129 525313.25 361425.375
130 525717.9375 361741.84375
131 475937.6875 351986.4375
132 573978.875 347141.34375
133 517908.5 355634.5625
134 518263.46875 355912.1875
135 526889.375 362657.9375
136 441995.71875 340748.78125
137 520748.28125 357855.40625
138 522168.1875 358965.8125
139 572374.375 345886.59375
140 561470.25 356713.09375
141 573080.75 346439.0
142 516531.1875 354557.46875
143 527066.8125 362796.71875
144 527279.8125 362963.28125
145 535302.25 369237.125
146 569534.5625 343665.75
147 520180.3125 357411.21875
148 493970.4375 366088.6875
149 526782.875 362574.65625
150 522271.125 359046.3125
151 515359.75 353641.375
152 519683.34375 357022.59375
153 516864.84375 354818.40625
154 528202.75 363685.0625
155 567049.75 341722.53125
156 521103.25 358133.0
157 504261.15625 374136.40625
158 499912.71875 370735.75
159 522004.90625 358838.125
160 540520.375 373317.875
161 528202.75 363685.0625
162 568114.6875 342555.34375
163 521458.25 358410.59375
164 549312.375 347205.1875
165 528316.375 363773.90625
166 536277.6875 337011.59375
167 525494.3125 361566.9375
168 524298.0625 360631.4375
169 523233.09375 359798.625
170 525714.375 361739.0625
171 564103.5 339418.4375
172 529729.125 364878.75
173 522335.03125 359096.28125
174 518263.46875 355912.1875
175 567138.5 341791.9375
176 520059.625 357316.84375
177 570599.5 344498.5625
178 545567.375 344276.46875
179 553305.875 350328.21875
180 542766.625 342086.1875
181 517908.5 355634.5625
182 477996.5625 353596.53125
183 530687.5625 365628.28125
184 523304.09375 359854.15625
185 518100.15625 355784.46875
186 518689.4375 356245.3125
187 554558.9375 351308.15625
188 529367.8125 370747.59375
189 523233.09375 359798.625
190 527989.75 363518.5
191 499904.875 347706.53125
192 572349.5625 345867.15625
193 570954.5 344776.15625
194 495745.3125 367476.6875
195 515750.25 353946.75
196 574894.6875 347857.5625
197 519683.34375 357022.59375
198 472671.9375 349432.5
199 520073.84375 357327.9375
200 522878.125 359521.03125
201 596938.625 365096.71875
202 574859.1875 347829.8125
203 518930.8125 356434.0625
204 521209.75 358216.28125
205 580538.8125 352271.4375
206 523577.4375 360067.90625
207 513528.09375 352208.9375
208 469771.78125 347164.46875
209 518845.625 356367.4375
210 551689.375 411226.9375
211 521788.375 358668.78125
212 546561.3125 345053.78125
213 568789.125 343082.78125
214 478848.5 354262.78125
215 518618.4375 356189.78125
216 488645.8125 361924.625
217 481191.34375 356094.96875
218 513528.09375 352208.9375
219 515991.625 354135.53125
220 555535.8125 385060.5
221 521813.21875 358688.21875
222 472377.3125 349202.09375
223 469832.125 347211.6875
224 515121.9375 353455.375
225 547981.25 346164.1875
226 518653.9375 356217.53125
227 524408.0625 360717.5
228 495390.3125 367199.09375
229 520038.34375 357300.1875
230 520038.34375 357300.1875
231 521813.21875 358688.21875
232 529420.3125 364637.25
233 517731.0 355495.78125
234 519683.34375 357022.59375
235 430818.3125 351593.5
236 548637.9375 346677.75
237 482721.28125 357291.4375
238 531597.75 395514.59375
239 549046.1875 346997.0
240 522913.625 359548.78125
241 575569.125 348385.0
242 577699.0 350050.625
243 521813.21875 358688.21875
244 520418.15625 357597.21875
245 576634.0625 349217.8125
246 550572.5625 348190.6875
247 540171.8125 340056.90625
248 517908.5 355634.5625
249 519740.15625 357067.0
250 533988.875 368210.0
251 545490.0625 377204.34375
252 515423.65625 353691.34375
253 547310.3125 345639.5
254 519044.40625 356522.90625
255 481191.34375 356094.96875
256 557636.5625 353715.0
257 551673.0 349051.25
258 531354.9375 366150.1875
259 548637.9375 346677.75
260 562825.5625 338419.0625
261 518732.03125 356278.625
262 518976.96875 356470.15625
263 531940.625 366608.21875
264 526214.875 362130.5
265 475618.21875 351736.59375
266 519985.09375 357258.5625
267 521032.25 358077.46875
268 528202.75 363685.0625
269 556145.625 352549.0625
270 528557.75 363962.65625
271 528202.75 363685.0625
272 519974.4375 357250.21875
273 535657.25 369514.71875
274 432415.6875 352842.71875
275 484208.625 358454.59375
276 525008.0 361186.625
277 517127.53125 355023.84375
278 523836.5625 360270.53125
279 576634.0625 349217.8125
280 546206.375 344776.15625
281 571664.4375 345331.375
282 555790.6875 352271.4375
283 527847.75 363407.46875
284 522228.53125 359013.0
285 513528.09375 352208.9375
286 570599.5 344498.5625
287 570599.5 344498.5625
288 576953.5625 349467.65625
289 570954.5 344776.15625
290 577699.0 350050.625
291 517567.71875 355368.0625
292 516069.71875 354196.59375
293 523584.53125 360073.4375
294 530247.4375 365284.0625
295 538603.5 371818.84375
296 546348.375 344887.21875
297 581958.6875 353381.875
298 567404.75 342000.125
299 521458.25 358410.59375
300 568292.1875 342694.15625
301 526924.875 362685.6875
302 516985.5625 354912.8125
303 543331.0625 342527.59375
304 519385.1875 356789.40625
305 519079.90625 356550.65625
306 546561.3125 345053.78125
307 586218.375 356713.09375
308 516453.09375 354496.40625
309 549720.625 347524.4375
310 521813.21875 358688.21875
311 569307.375 343488.09375
312 573084.3125 346441.78125
313 576989.0625 349495.40625
314 567568.0 342127.84375
315 570528.5 344443.03125
316 523708.78125 360170.59375
317 585863.4375 356435.5
318 534734.3125 368792.96875
319 546873.6875 345298.0625
320 521458.25 358410.59375
321 564838.25 339993.0625
322 545578.0625 344284.8125
323 571309.4375 345053.78125
324 572019.375 345608.96875
325 568544.1875 342891.25
326 516879.0625 354829.53125
327 547981.25 346164.1875
328 577699.0 350050.625
329 526179.375 362102.71875
330 586076.4375 356602.0625
331 552418.4375 349634.21875
332 517553.5 355356.96875
333 460844.90625 355489.5
334 578029.125 350308.78125
335 580006.375 351855.03125
336 541591.6875 341167.3125
337 519399.375 356800.5
338 522913.625 359548.78125
339 552773.375 349911.8125
340 564838.25 339993.0625
341 525749.875 361766.8125
342 470503.03125 347736.34375
343 524901.5 361103.34375
344 572608.6875 346069.78125
345 540520.375 373317.875
346 532391.4375 366960.78125
347 521032.25 358077.46875
348 579307.0625 351308.15625
349 573222.75 346550.0625
350 516812.34375 360928.78125
351 519328.375 356745.0
352 526356.875 362241.53125
353 417851.0625 341452.65625
354 532817.4375 367293.90625
355 511518.9375 350637.71875
356 521309.15625 358294.0
357 491286.8125 363990.0
358 518618.4375 356189.78125
359 520038.34375 357300.1875
360 508169.4375 377192.8125
361 521057.125 358096.90625
362 566460.5 341261.71875
363 522803.59375 359462.71875
364 525022.1875 361197.75
365 552950.875 350050.625
366 521632.1875 358546.625
367 528699.75 364073.71875
368 497165.1875 368587.09375
369 570954.5 344776.15625
370 572835.875 346247.46875
371 521458.25 358410.59375
372 604872.3125 371301.15625
373 566552.8125 341333.875
374 464188.03125 342797.78125
375 569886.0 343940.59375
376 557210.5625 353381.875
377 522168.1875 358965.8125
378 568672.0 342991.1875
379 547644.0 345900.46875
380 568182.125 342608.09375
381 544613.25 376518.65625
382 517411.53125 355245.9375
383 498833.59375 369891.84375
384 574408.375 347477.25
385 546557.8125 345051.0
386 486292.3125 360084.125
387 521546.96875 358480.0
388 519654.96875 357000.375
389 454064.875 350187.28125
390 454064.875 350187.28125
391 466276.0 359736.8125
392 529139.875 364417.9375
393 446042.4375 343913.4375
394 571621.8125 345298.0625
395 523889.8125 360312.1875
396 520893.8125 357969.21875
397 521813.21875 358688.21875
398 466935.53125 344946.4375
399 521277.1875 358269.03125
400 550466.0625 348107.40625
401 521976.5 358815.90625
402 531479.1875 366247.34375
403 523389.3125 359920.75
404 523389.3125 359920.75
405 433469.9375 353667.21875
406 518795.9375 356328.59375
407 560057.5 355608.25
408 505436.125 375055.28125
409 528692.625 364068.15625
410 525096.75 361256.03125
411 522012.0 358843.65625
412 564575.5625 339787.625
413 517191.4375 355073.8125
414 516832.90625 354793.4375
415 521834.5 358704.875
416 531649.5625 366380.59375
417 579697.5 351613.53125
418 527791.0 363363.03125

17
train.py
View File

@ -24,14 +24,18 @@ def read_data_file(filepath):
def dataframe_to_arrays(dataframe):
dataframe1 = dataframe.copy(deep=True)
dataframe1["type"] = dataframe1["type"].astype('category').cat.codes
#dataframe1["type"] = dataframe1["type"].astype('category').cat.codes
dataframe1 = pd.get_dummies(dataframe1, columns =['type'])
print(dataframe1.columns)
input_cols = dataframe1.columns.values[1:]
output_cols = dataframe1.columns.values[:1]
inputs_array = dataframe1[input_cols].to_numpy()
targets_array = dataframe1[output_cols].to_numpy()
return inputs_array, targets_array
data = read_data_file(TRAIN_FILE_PATH)
input_cols = data.columns.values[1:]
output_cols = data.columns.values[:1]
@ -40,11 +44,10 @@ inputs_array_training, targets_array_training = dataframe_to_arrays(data)
inputs_training = torch.from_numpy(inputs_array_training).type(torch.float32)
targets_training = torch.from_numpy(targets_array_training).type(torch.float32)
weights = torch.tensor([1.0, 1.0,300000.0], requires_grad=True)
learning_rate = torch.tensor(0.00000000001)
weights = torch.tensor([1.0, 300000.0,1.0, 1.0, 1.0, 1.0,1.0,1.0,1.0], requires_grad=True)
learning_rate = torch.tensor(0.0000000000005)
print("training started")
for i in range(20000):
for i in range(300):
y_predicted = inputs_training @ weights
cost = torch.sum((y_predicted - targets_training) ** 2)
cost.backward()