├── LICENSE ├── README.md ├── Section 1 ├── 01_alternatives.ipynb ├── 02_hierarchical_clustering.ipynb ├── 03_density_based_clustering.ipynb ├── 04_gaussian_mixture_models.ipynb ├── 05_evaluation.ipynb ├── clusterable_data.npy ├── requirements.txt └── wholesale_customers.csv ├── Section 2 ├── 01_lda_intro.ipynb ├── 02_data.ipynb ├── 03_topic_modeling.ipynb ├── 04_evaluate.ipynb └── bbc │ ├── business │ ├── 001.txt │ ├── 002.txt │ ├── 003.txt │ ├── 004.txt │ ├── 005.txt │ ├── 006.txt │ ├── 007.txt │ ├── 008.txt │ ├── 009.txt │ ├── 010.txt │ ├── 011.txt │ ├── 012.txt │ ├── 013.txt │ ├── 014.txt │ ├── 015.txt │ ├── 016.txt │ ├── 017.txt │ ├── 018.txt │ ├── 019.txt │ ├── 020.txt │ ├── 021.txt │ ├── 022.txt │ ├── 023.txt │ ├── 024.txt │ ├── 025.txt │ ├── 026.txt │ ├── 027.txt │ ├── 028.txt │ ├── 029.txt │ ├── 030.txt │ ├── 031.txt │ ├── 032.txt │ ├── 033.txt │ ├── 034.txt │ ├── 035.txt │ ├── 036.txt │ ├── 037.txt │ ├── 038.txt │ ├── 039.txt │ ├── 040.txt │ ├── 041.txt │ ├── 042.txt │ ├── 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327.txt │ ├── 328.txt │ ├── 329.txt │ ├── 330.txt │ ├── 331.txt │ ├── 332.txt │ ├── 333.txt │ ├── 334.txt │ ├── 335.txt │ ├── 336.txt │ ├── 337.txt │ ├── 338.txt │ ├── 339.txt │ ├── 340.txt │ ├── 341.txt │ ├── 342.txt │ ├── 343.txt │ ├── 344.txt │ ├── 345.txt │ ├── 346.txt │ ├── 347.txt │ ├── 348.txt │ ├── 349.txt │ ├── 350.txt │ ├── 351.txt │ ├── 352.txt │ ├── 353.txt │ ├── 354.txt │ ├── 355.txt │ ├── 356.txt │ ├── 357.txt │ ├── 358.txt │ ├── 359.txt │ ├── 360.txt │ ├── 361.txt │ ├── 362.txt │ ├── 363.txt │ ├── 364.txt │ ├── 365.txt │ ├── 366.txt │ ├── 367.txt │ ├── 368.txt │ ├── 369.txt │ ├── 370.txt │ ├── 371.txt │ ├── 372.txt │ ├── 373.txt │ ├── 374.txt │ ├── 375.txt │ ├── 376.txt │ ├── 377.txt │ ├── 378.txt │ ├── 379.txt │ ├── 380.txt │ ├── 381.txt │ ├── 382.txt │ ├── 383.txt │ ├── 384.txt │ ├── 385.txt │ ├── 386.txt │ ├── 387.txt │ ├── 388.txt │ ├── 389.txt │ ├── 390.txt │ ├── 391.txt │ ├── 392.txt │ ├── 393.txt │ ├── 394.txt │ ├── 395.txt │ ├── 396.txt │ ├── 397.txt │ ├── 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029.txt │ ├── 030.txt │ ├── 031.txt │ ├── 032.txt │ ├── 033.txt │ ├── 034.txt │ ├── 035.txt │ ├── 036.txt │ ├── 037.txt │ ├── 038.txt │ ├── 039.txt │ ├── 040.txt │ ├── 041.txt │ ├── 042.txt │ ├── 043.txt │ ├── 044.txt │ ├── 045.txt │ ├── 046.txt │ ├── 047.txt │ ├── 048.txt │ ├── 049.txt │ ├── 050.txt │ ├── 051.txt │ ├── 052.txt │ ├── 053.txt │ ├── 054.txt │ ├── 055.txt │ ├── 056.txt │ ├── 057.txt │ ├── 058.txt │ ├── 059.txt │ ├── 060.txt │ ├── 061.txt │ ├── 062.txt │ ├── 063.txt │ ├── 064.txt │ ├── 065.txt │ ├── 066.txt │ ├── 067.txt │ ├── 068.txt │ ├── 069.txt │ ├── 070.txt │ ├── 071.txt │ ├── 072.txt │ ├── 073.txt │ ├── 074.txt │ ├── 075.txt │ ├── 076.txt │ ├── 077.txt │ ├── 078.txt │ ├── 079.txt │ ├── 080.txt │ ├── 081.txt │ ├── 082.txt │ ├── 083.txt │ ├── 084.txt │ ├── 085.txt │ ├── 086.txt │ ├── 087.txt │ ├── 088.txt │ ├── 089.txt │ ├── 090.txt │ ├── 091.txt │ ├── 092.txt │ ├── 093.txt │ ├── 094.txt │ ├── 095.txt │ ├── 096.txt │ ├── 097.txt │ ├── 098.txt │ ├── 099.txt │ ├── 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384.txt │ ├── 385.txt │ └── 386.txt │ ├── politics │ ├── 001.txt │ ├── 002.txt │ ├── 003.txt │ ├── 004.txt │ ├── 005.txt │ ├── 006.txt │ ├── 007.txt │ ├── 008.txt │ ├── 009.txt │ ├── 010.txt │ ├── 011.txt │ ├── 012.txt │ ├── 013.txt │ ├── 014.txt │ ├── 015.txt │ ├── 016.txt │ ├── 017.txt │ ├── 018.txt │ ├── 019.txt │ ├── 020.txt │ ├── 021.txt │ ├── 022.txt │ ├── 023.txt │ ├── 024.txt │ ├── 025.txt │ ├── 026.txt │ ├── 027.txt │ ├── 028.txt │ ├── 029.txt │ ├── 030.txt │ ├── 031.txt │ ├── 032.txt │ ├── 033.txt │ ├── 034.txt │ ├── 035.txt │ ├── 036.txt │ ├── 037.txt │ ├── 038.txt │ ├── 039.txt │ ├── 040.txt │ ├── 041.txt │ ├── 042.txt │ ├── 043.txt │ ├── 044.txt │ ├── 045.txt │ ├── 046.txt │ ├── 047.txt │ ├── 048.txt │ ├── 049.txt │ ├── 050.txt │ ├── 051.txt │ ├── 052.txt │ ├── 053.txt │ ├── 054.txt │ ├── 055.txt │ ├── 056.txt │ ├── 057.txt │ ├── 058.txt │ ├── 059.txt │ ├── 060.txt │ ├── 061.txt │ ├── 062.txt │ ├── 063.txt │ ├── 064.txt │ ├── 065.txt │ ├── 066.txt │ ├── 067.txt │ ├── 068.txt │ ├── 069.txt │ ├── 070.txt │ ├── 071.txt │ ├── 072.txt │ ├── 073.txt │ ├── 074.txt │ ├── 075.txt │ ├── 076.txt │ ├── 077.txt │ ├── 078.txt │ ├── 079.txt │ ├── 080.txt │ ├── 081.txt │ ├── 082.txt │ ├── 083.txt │ ├── 084.txt │ ├── 085.txt │ ├── 086.txt │ ├── 087.txt │ ├── 088.txt │ ├── 089.txt │ ├── 090.txt │ ├── 091.txt │ ├── 092.txt │ ├── 093.txt │ ├── 094.txt │ ├── 095.txt │ ├── 096.txt │ ├── 097.txt │ ├── 098.txt │ ├── 099.txt │ ├── 100.txt │ ├── 101.txt │ ├── 102.txt │ ├── 103.txt │ ├── 104.txt │ ├── 105.txt │ ├── 106.txt │ ├── 107.txt │ ├── 108.txt │ ├── 109.txt │ ├── 110.txt │ ├── 111.txt │ ├── 112.txt │ ├── 113.txt │ ├── 114.txt │ ├── 115.txt │ ├── 116.txt │ ├── 117.txt │ ├── 118.txt │ ├── 119.txt │ ├── 120.txt │ ├── 121.txt │ ├── 122.txt │ ├── 123.txt │ ├── 124.txt │ ├── 125.txt │ ├── 126.txt │ ├── 127.txt │ ├── 128.txt │ ├── 129.txt │ ├── 130.txt │ ├── 131.txt │ ├── 132.txt │ ├── 133.txt │ ├── 134.txt │ ├── 135.txt │ ├── 136.txt │ ├── 137.txt │ ├── 138.txt │ ├── 139.txt │ ├── 140.txt │ ├── 141.txt │ ├── 142.txt │ ├── 143.txt │ ├── 144.txt │ ├── 145.txt │ ├── 146.txt │ ├── 147.txt │ ├── 148.txt │ ├── 149.txt │ ├── 150.txt │ ├── 151.txt │ ├── 152.txt │ ├── 153.txt │ ├── 154.txt │ ├── 155.txt │ ├── 156.txt │ ├── 157.txt │ ├── 158.txt │ ├── 159.txt │ ├── 160.txt │ ├── 161.txt │ ├── 162.txt │ ├── 163.txt │ ├── 164.txt │ ├── 165.txt │ ├── 166.txt │ ├── 167.txt │ ├── 168.txt │ ├── 169.txt │ ├── 170.txt │ ├── 171.txt │ ├── 172.txt │ ├── 173.txt │ ├── 174.txt │ ├── 175.txt │ ├── 176.txt │ ├── 177.txt │ ├── 178.txt │ ├── 179.txt │ ├── 180.txt │ ├── 181.txt │ ├── 182.txt │ ├── 183.txt │ ├── 184.txt │ ├── 185.txt │ ├── 186.txt │ ├── 187.txt │ ├── 188.txt │ ├── 189.txt │ ├── 190.txt │ ├── 191.txt │ ├── 192.txt │ ├── 193.txt │ ├── 194.txt │ ├── 195.txt │ ├── 196.txt │ ├── 197.txt │ ├── 198.txt │ ├── 199.txt │ ├── 200.txt │ ├── 201.txt │ ├── 202.txt │ ├── 203.txt │ ├── 204.txt │ ├── 205.txt │ ├── 206.txt │ ├── 207.txt │ ├── 208.txt │ ├── 209.txt │ ├── 210.txt │ ├── 211.txt │ ├── 212.txt │ ├── 213.txt │ ├── 214.txt │ ├── 215.txt │ ├── 216.txt │ ├── 217.txt │ ├── 218.txt │ ├── 219.txt │ ├── 220.txt │ ├── 221.txt │ ├── 222.txt │ ├── 223.txt │ ├── 224.txt │ ├── 225.txt │ ├── 226.txt │ ├── 227.txt │ ├── 228.txt │ ├── 229.txt │ ├── 230.txt │ ├── 231.txt │ ├── 232.txt │ ├── 233.txt │ ├── 234.txt │ ├── 235.txt │ ├── 236.txt │ ├── 237.txt │ ├── 238.txt │ ├── 239.txt │ ├── 240.txt │ ├── 241.txt │ ├── 242.txt │ ├── 243.txt │ ├── 244.txt │ ├── 245.txt │ ├── 246.txt │ ├── 247.txt │ ├── 248.txt │ ├── 249.txt │ ├── 250.txt │ ├── 251.txt │ ├── 252.txt │ ├── 253.txt │ ├── 254.txt │ ├── 255.txt │ ├── 256.txt │ ├── 257.txt │ ├── 258.txt │ ├── 259.txt │ ├── 260.txt │ ├── 261.txt │ ├── 262.txt │ ├── 263.txt │ ├── 264.txt │ ├── 265.txt │ ├── 266.txt │ ├── 267.txt │ ├── 268.txt │ ├── 269.txt │ ├── 270.txt │ ├── 271.txt │ ├── 272.txt │ ├── 273.txt │ ├── 274.txt │ ├── 275.txt │ ├── 276.txt │ ├── 277.txt │ ├── 278.txt │ ├── 279.txt │ ├── 280.txt │ ├── 281.txt │ ├── 282.txt │ ├── 283.txt │ ├── 284.txt │ ├── 285.txt │ ├── 286.txt │ ├── 287.txt │ ├── 288.txt │ ├── 289.txt │ ├── 290.txt │ ├── 291.txt │ ├── 292.txt │ ├── 293.txt │ ├── 294.txt │ ├── 295.txt │ ├── 296.txt │ ├── 297.txt │ ├── 298.txt │ ├── 299.txt │ ├── 300.txt │ ├── 301.txt │ ├── 302.txt │ ├── 303.txt │ ├── 304.txt │ ├── 305.txt │ ├── 306.txt │ ├── 307.txt │ ├── 308.txt │ ├── 309.txt │ ├── 310.txt │ ├── 311.txt │ ├── 312.txt │ ├── 313.txt │ ├── 314.txt │ ├── 315.txt │ ├── 316.txt │ ├── 317.txt │ ├── 318.txt │ ├── 319.txt │ ├── 320.txt │ ├── 321.txt │ ├── 322.txt │ ├── 323.txt │ ├── 324.txt │ ├── 325.txt │ ├── 326.txt │ ├── 327.txt │ ├── 328.txt │ ├── 329.txt │ ├── 330.txt │ ├── 331.txt │ ├── 332.txt │ ├── 333.txt │ ├── 334.txt │ ├── 335.txt │ ├── 336.txt │ ├── 337.txt │ ├── 338.txt │ ├── 339.txt │ ├── 340.txt │ ├── 341.txt │ ├── 342.txt │ ├── 343.txt │ ├── 344.txt │ ├── 345.txt │ ├── 346.txt │ ├── 347.txt │ ├── 348.txt │ ├── 349.txt │ ├── 350.txt │ ├── 351.txt │ ├── 352.txt │ ├── 353.txt │ ├── 354.txt │ ├── 355.txt │ ├── 356.txt │ ├── 357.txt │ ├── 358.txt │ ├── 359.txt │ ├── 360.txt │ ├── 361.txt │ ├── 362.txt │ ├── 363.txt │ ├── 364.txt │ ├── 365.txt │ ├── 366.txt │ ├── 367.txt │ ├── 368.txt │ ├── 369.txt │ ├── 370.txt │ ├── 371.txt │ ├── 372.txt │ ├── 373.txt │ ├── 374.txt │ ├── 375.txt │ ├── 376.txt │ ├── 377.txt │ ├── 378.txt │ ├── 379.txt │ ├── 380.txt │ ├── 381.txt │ ├── 382.txt │ ├── 383.txt │ ├── 384.txt │ ├── 385.txt │ ├── 386.txt │ ├── 387.txt │ ├── 388.txt │ ├── 389.txt │ ├── 390.txt │ ├── 391.txt │ ├── 392.txt │ ├── 393.txt │ ├── 394.txt │ ├── 395.txt │ ├── 396.txt │ ├── 397.txt │ ├── 398.txt │ ├── 399.txt │ ├── 400.txt │ ├── 401.txt │ ├── 402.txt │ ├── 403.txt │ ├── 404.txt │ ├── 405.txt │ ├── 406.txt │ ├── 407.txt │ ├── 408.txt │ ├── 409.txt │ ├── 410.txt │ ├── 411.txt │ ├── 412.txt │ ├── 413.txt │ ├── 414.txt │ ├── 415.txt │ ├── 416.txt │ └── 417.txt │ ├── sport │ ├── 001.txt │ ├── 002.txt │ ├── 003.txt │ ├── 004.txt │ ├── 005.txt │ ├── 006.txt │ ├── 007.txt │ ├── 008.txt │ ├── 009.txt │ ├── 010.txt │ ├── 011.txt │ ├── 012.txt │ ├── 013.txt │ ├── 014.txt │ ├── 015.txt │ ├── 016.txt │ ├── 017.txt │ ├── 018.txt │ ├── 019.txt │ ├── 020.txt │ ├── 021.txt │ ├── 022.txt │ ├── 023.txt │ ├── 024.txt │ ├── 025.txt │ ├── 026.txt │ ├── 027.txt │ ├── 028.txt │ ├── 029.txt │ ├── 030.txt │ ├── 031.txt │ ├── 032.txt │ ├── 033.txt │ ├── 034.txt │ ├── 035.txt │ ├── 036.txt │ ├── 037.txt │ ├── 038.txt │ ├── 039.txt │ ├── 040.txt │ ├── 041.txt │ ├── 042.txt │ ├── 043.txt │ ├── 044.txt │ ├── 045.txt │ ├── 046.txt │ ├── 047.txt │ ├── 048.txt │ ├── 049.txt │ ├── 050.txt │ ├── 051.txt │ ├── 052.txt │ ├── 053.txt │ ├── 054.txt │ ├── 055.txt │ ├── 056.txt │ ├── 057.txt │ ├── 058.txt │ ├── 059.txt │ ├── 060.txt │ ├── 061.txt │ ├── 062.txt │ ├── 063.txt │ ├── 064.txt │ ├── 065.txt │ ├── 066.txt │ ├── 067.txt │ ├── 068.txt │ ├── 069.txt │ ├── 070.txt │ ├── 071.txt │ ├── 072.txt │ ├── 073.txt │ ├── 074.txt │ ├── 075.txt │ ├── 076.txt │ ├── 077.txt │ ├── 078.txt │ ├── 079.txt │ ├── 080.txt │ ├── 081.txt │ ├── 082.txt │ ├── 083.txt │ ├── 084.txt │ ├── 085.txt │ ├── 086.txt │ ├── 087.txt │ ├── 088.txt │ ├── 089.txt │ ├── 090.txt │ ├── 091.txt │ ├── 092.txt │ ├── 093.txt │ ├── 094.txt │ ├── 095.txt │ ├── 096.txt │ ├── 097.txt │ ├── 098.txt │ ├── 099.txt │ ├── 100.txt │ ├── 101.txt │ ├── 102.txt │ ├── 103.txt │ ├── 104.txt │ ├── 105.txt │ ├── 106.txt │ ├── 107.txt │ ├── 108.txt │ ├── 109.txt │ ├── 110.txt │ ├── 111.txt │ ├── 112.txt │ ├── 113.txt │ ├── 114.txt │ ├── 115.txt │ ├── 116.txt │ ├── 117.txt │ ├── 118.txt │ ├── 119.txt │ ├── 120.txt │ ├── 121.txt │ ├── 122.txt │ ├── 123.txt │ ├── 124.txt │ ├── 125.txt │ ├── 126.txt │ ├── 127.txt │ ├── 128.txt │ ├── 129.txt │ ├── 130.txt │ ├── 131.txt │ ├── 132.txt │ ├── 133.txt │ ├── 134.txt │ ├── 135.txt │ ├── 136.txt │ ├── 137.txt │ ├── 138.txt │ ├── 139.txt │ ├── 140.txt │ ├── 141.txt │ ├── 142.txt │ ├── 143.txt │ ├── 144.txt │ ├── 145.txt │ ├── 146.txt │ ├── 147.txt │ ├── 148.txt │ ├── 149.txt │ ├── 150.txt │ ├── 151.txt │ ├── 152.txt │ ├── 153.txt │ ├── 154.txt │ ├── 155.txt │ ├── 156.txt │ ├── 157.txt │ ├── 158.txt │ ├── 159.txt │ ├── 160.txt │ ├── 161.txt │ ├── 162.txt │ ├── 163.txt │ ├── 164.txt │ ├── 165.txt │ ├── 166.txt │ ├── 167.txt │ ├── 168.txt │ ├── 169.txt │ ├── 170.txt │ ├── 171.txt │ ├── 172.txt │ ├── 173.txt │ ├── 174.txt │ ├── 175.txt │ ├── 176.txt │ ├── 177.txt │ ├── 178.txt │ ├── 179.txt │ ├── 180.txt │ ├── 181.txt │ ├── 182.txt │ ├── 183.txt │ ├── 184.txt │ ├── 185.txt │ ├── 186.txt │ ├── 187.txt │ ├── 188.txt │ ├── 189.txt │ ├── 190.txt │ ├── 191.txt │ ├── 192.txt │ ├── 193.txt │ ├── 194.txt │ ├── 195.txt │ ├── 196.txt │ ├── 197.txt │ ├── 198.txt │ ├── 199.txt │ ├── 200.txt │ ├── 201.txt │ ├── 202.txt │ ├── 203.txt │ ├── 204.txt │ ├── 205.txt │ ├── 206.txt │ ├── 207.txt │ ├── 208.txt │ ├── 209.txt │ ├── 210.txt │ ├── 211.txt │ ├── 212.txt │ ├── 213.txt │ ├── 214.txt │ ├── 215.txt │ ├── 216.txt │ ├── 217.txt │ ├── 218.txt │ ├── 219.txt │ ├── 220.txt │ ├── 221.txt │ ├── 222.txt │ ├── 223.txt │ ├── 224.txt │ ├── 225.txt │ ├── 226.txt │ ├── 227.txt │ ├── 228.txt │ ├── 229.txt │ ├── 230.txt │ ├── 231.txt │ ├── 232.txt │ ├── 233.txt │ ├── 234.txt │ ├── 235.txt │ ├── 236.txt │ ├── 237.txt │ ├── 238.txt │ ├── 239.txt │ ├── 240.txt │ ├── 241.txt │ ├── 242.txt │ ├── 243.txt │ ├── 244.txt │ ├── 245.txt │ ├── 246.txt │ ├── 247.txt │ ├── 248.txt │ ├── 249.txt │ ├── 250.txt │ ├── 251.txt │ ├── 252.txt │ ├── 253.txt │ ├── 254.txt │ ├── 255.txt │ ├── 256.txt │ ├── 257.txt │ ├── 258.txt │ ├── 259.txt │ ├── 260.txt │ ├── 261.txt │ ├── 262.txt │ ├── 263.txt │ ├── 264.txt │ ├── 265.txt │ ├── 266.txt │ ├── 267.txt │ ├── 268.txt │ ├── 269.txt │ ├── 270.txt │ ├── 271.txt │ ├── 272.txt │ ├── 273.txt │ ├── 274.txt │ ├── 275.txt │ ├── 276.txt │ ├── 277.txt │ ├── 278.txt │ ├── 279.txt │ ├── 280.txt │ ├── 281.txt │ ├── 282.txt │ ├── 283.txt │ ├── 284.txt │ ├── 285.txt │ ├── 286.txt │ ├── 287.txt │ ├── 288.txt │ ├── 289.txt │ ├── 290.txt │ ├── 291.txt │ ├── 292.txt │ ├── 293.txt │ ├── 294.txt │ ├── 295.txt │ ├── 296.txt │ ├── 297.txt │ ├── 298.txt │ ├── 299.txt │ ├── 300.txt │ ├── 301.txt │ ├── 302.txt │ ├── 303.txt │ ├── 304.txt │ ├── 305.txt │ ├── 306.txt │ ├── 307.txt │ ├── 308.txt │ ├── 309.txt │ ├── 310.txt │ ├── 311.txt │ ├── 312.txt │ ├── 313.txt │ ├── 314.txt │ ├── 315.txt │ ├── 316.txt │ ├── 317.txt │ ├── 318.txt │ ├── 319.txt │ ├── 320.txt │ ├── 321.txt │ ├── 322.txt │ ├── 323.txt │ ├── 324.txt │ ├── 325.txt │ ├── 326.txt │ ├── 327.txt │ ├── 328.txt │ ├── 329.txt │ ├── 330.txt │ ├── 331.txt │ ├── 332.txt │ ├── 333.txt │ ├── 334.txt │ ├── 335.txt │ ├── 336.txt │ ├── 337.txt │ ├── 338.txt │ ├── 339.txt │ ├── 340.txt │ ├── 341.txt │ ├── 342.txt │ ├── 343.txt │ ├── 344.txt │ ├── 345.txt │ ├── 346.txt │ ├── 347.txt │ ├── 348.txt │ ├── 349.txt │ ├── 350.txt │ ├── 351.txt │ ├── 352.txt │ ├── 353.txt │ ├── 354.txt │ ├── 355.txt │ ├── 356.txt │ ├── 357.txt │ ├── 358.txt │ ├── 359.txt │ ├── 360.txt │ ├── 361.txt │ ├── 362.txt │ ├── 363.txt │ ├── 364.txt │ ├── 365.txt │ ├── 366.txt │ ├── 367.txt │ ├── 368.txt │ ├── 369.txt │ ├── 370.txt │ ├── 371.txt │ ├── 372.txt │ ├── 373.txt │ ├── 374.txt │ ├── 375.txt │ ├── 376.txt │ ├── 377.txt │ ├── 378.txt │ ├── 379.txt │ ├── 380.txt │ ├── 381.txt │ ├── 382.txt │ ├── 383.txt │ ├── 384.txt │ ├── 385.txt │ ├── 386.txt │ ├── 387.txt │ ├── 388.txt │ ├── 389.txt │ ├── 390.txt │ ├── 391.txt │ ├── 392.txt │ ├── 393.txt │ ├── 394.txt │ ├── 395.txt │ ├── 396.txt │ ├── 397.txt │ ├── 398.txt │ ├── 399.txt │ ├── 400.txt │ ├── 401.txt │ ├── 402.txt │ ├── 403.txt │ ├── 404.txt │ ├── 405.txt │ ├── 406.txt │ ├── 407.txt │ ├── 408.txt │ ├── 409.txt │ ├── 410.txt │ ├── 411.txt │ ├── 412.txt │ ├── 413.txt │ ├── 414.txt │ ├── 415.txt │ ├── 416.txt │ ├── 417.txt │ ├── 418.txt │ ├── 419.txt │ ├── 420.txt │ ├── 421.txt │ ├── 422.txt │ ├── 423.txt │ ├── 424.txt │ ├── 425.txt │ ├── 426.txt │ ├── 427.txt │ ├── 428.txt │ ├── 429.txt │ ├── 430.txt │ ├── 431.txt │ ├── 432.txt │ ├── 433.txt │ ├── 434.txt │ ├── 435.txt │ ├── 436.txt │ ├── 437.txt │ ├── 438.txt │ ├── 439.txt │ ├── 440.txt │ ├── 441.txt │ ├── 442.txt │ ├── 443.txt │ ├── 444.txt │ ├── 445.txt │ ├── 446.txt │ ├── 447.txt │ ├── 448.txt │ ├── 449.txt │ ├── 450.txt │ ├── 451.txt │ ├── 452.txt │ ├── 453.txt │ ├── 454.txt │ ├── 455.txt │ ├── 456.txt │ ├── 457.txt │ ├── 458.txt │ ├── 459.txt │ ├── 460.txt │ ├── 461.txt │ ├── 462.txt │ ├── 463.txt │ ├── 464.txt │ ├── 465.txt │ ├── 466.txt │ ├── 467.txt │ ├── 468.txt │ ├── 469.txt │ ├── 470.txt │ ├── 471.txt │ ├── 472.txt │ ├── 473.txt │ ├── 474.txt │ ├── 475.txt │ ├── 476.txt │ ├── 477.txt │ ├── 478.txt │ ├── 479.txt │ ├── 480.txt │ ├── 481.txt │ ├── 482.txt │ ├── 483.txt │ ├── 484.txt │ ├── 485.txt │ ├── 486.txt │ ├── 487.txt │ ├── 488.txt │ ├── 489.txt │ ├── 490.txt │ ├── 491.txt │ ├── 492.txt │ ├── 493.txt │ ├── 494.txt │ ├── 495.txt │ ├── 496.txt │ ├── 497.txt │ ├── 498.txt │ ├── 499.txt │ ├── 500.txt │ ├── 501.txt │ ├── 502.txt │ ├── 503.txt │ ├── 504.txt │ ├── 505.txt │ ├── 506.txt │ ├── 507.txt │ ├── 508.txt │ ├── 509.txt │ ├── 510.txt │ └── 511.txt │ └── tech │ ├── 001.txt │ ├── 002.txt │ ├── 003.txt │ ├── 004.txt │ ├── 005.txt │ ├── 006.txt │ ├── 007.txt │ ├── 008.txt │ ├── 009.txt │ ├── 010.txt │ ├── 011.txt │ ├── 012.txt │ ├── 013.txt │ ├── 014.txt │ ├── 015.txt │ ├── 016.txt │ ├── 017.txt │ ├── 018.txt │ ├── 019.txt │ ├── 020.txt │ ├── 021.txt │ ├── 022.txt │ ├── 023.txt │ ├── 024.txt │ ├── 025.txt │ ├── 026.txt │ ├── 027.txt │ ├── 028.txt │ ├── 029.txt │ ├── 030.txt │ ├── 031.txt │ ├── 032.txt │ ├── 033.txt │ ├── 034.txt │ ├── 035.txt │ ├── 036.txt │ ├── 037.txt │ ├── 038.txt │ ├── 039.txt │ ├── 040.txt │ ├── 041.txt │ ├── 042.txt │ ├── 043.txt │ ├── 044.txt │ ├── 045.txt │ ├── 046.txt │ ├── 047.txt │ ├── 048.txt │ ├── 049.txt │ ├── 050.txt │ ├── 051.txt │ ├── 052.txt │ ├── 053.txt │ ├── 054.txt │ ├── 055.txt │ ├── 056.txt │ ├── 057.txt │ ├── 058.txt │ ├── 059.txt │ ├── 060.txt │ ├── 061.txt │ ├── 062.txt │ ├── 063.txt │ ├── 064.txt │ ├── 065.txt │ ├── 066.txt │ ├── 067.txt │ ├── 068.txt │ ├── 069.txt │ ├── 070.txt │ ├── 071.txt │ ├── 072.txt │ ├── 073.txt │ ├── 074.txt │ ├── 075.txt │ ├── 076.txt │ ├── 077.txt │ ├── 078.txt │ ├── 079.txt │ ├── 080.txt │ ├── 081.txt │ ├── 082.txt │ ├── 083.txt │ ├── 084.txt │ ├── 085.txt │ ├── 086.txt │ ├── 087.txt │ ├── 088.txt │ ├── 089.txt │ ├── 090.txt │ ├── 091.txt │ ├── 092.txt │ ├── 093.txt │ ├── 094.txt │ ├── 095.txt │ ├── 096.txt │ ├── 097.txt │ ├── 098.txt │ ├── 099.txt │ ├── 100.txt │ ├── 101.txt │ ├── 102.txt │ ├── 103.txt │ ├── 104.txt │ ├── 105.txt │ ├── 106.txt │ ├── 107.txt │ ├── 108.txt │ ├── 109.txt │ ├── 110.txt │ ├── 111.txt │ ├── 112.txt │ ├── 113.txt │ ├── 114.txt │ ├── 115.txt │ ├── 116.txt │ ├── 117.txt │ ├── 118.txt │ ├── 119.txt │ ├── 120.txt │ ├── 121.txt │ ├── 122.txt │ ├── 123.txt │ ├── 124.txt │ ├── 125.txt │ ├── 126.txt │ ├── 127.txt │ ├── 128.txt │ ├── 129.txt │ ├── 130.txt │ ├── 131.txt │ ├── 132.txt │ ├── 133.txt │ ├── 134.txt │ ├── 135.txt │ ├── 136.txt │ ├── 137.txt │ ├── 138.txt │ ├── 139.txt │ ├── 140.txt │ ├── 141.txt │ ├── 142.txt │ ├── 143.txt │ ├── 144.txt │ ├── 145.txt │ ├── 146.txt │ ├── 147.txt │ ├── 148.txt │ ├── 149.txt │ ├── 150.txt │ ├── 151.txt │ ├── 152.txt │ ├── 153.txt │ ├── 154.txt │ ├── 155.txt │ ├── 156.txt │ ├── 157.txt │ ├── 158.txt │ ├── 159.txt │ ├── 160.txt │ ├── 161.txt │ ├── 162.txt │ ├── 163.txt │ ├── 164.txt │ ├── 165.txt │ ├── 166.txt │ ├── 167.txt │ ├── 168.txt │ ├── 169.txt │ ├── 170.txt │ ├── 171.txt │ ├── 172.txt │ ├── 173.txt │ ├── 174.txt │ ├── 175.txt │ ├── 176.txt │ ├── 177.txt │ ├── 178.txt │ ├── 179.txt │ ├── 180.txt │ ├── 181.txt │ ├── 182.txt │ ├── 183.txt │ ├── 184.txt │ ├── 185.txt │ ├── 186.txt │ ├── 187.txt │ ├── 188.txt │ ├── 189.txt │ ├── 190.txt │ ├── 191.txt │ ├── 192.txt │ ├── 193.txt │ ├── 194.txt │ ├── 195.txt │ ├── 196.txt │ ├── 197.txt │ ├── 198.txt │ ├── 199.txt │ ├── 200.txt │ ├── 201.txt │ ├── 202.txt │ ├── 203.txt │ ├── 204.txt │ ├── 205.txt │ ├── 206.txt │ ├── 207.txt │ ├── 208.txt │ ├── 209.txt │ ├── 210.txt │ ├── 211.txt │ ├── 212.txt │ ├── 213.txt │ ├── 214.txt │ ├── 215.txt │ ├── 216.txt │ ├── 217.txt │ ├── 218.txt │ ├── 219.txt │ ├── 220.txt │ ├── 221.txt │ ├── 222.txt │ ├── 223.txt │ ├── 224.txt │ ├── 225.txt │ ├── 226.txt │ ├── 227.txt │ ├── 228.txt │ ├── 229.txt │ ├── 230.txt │ ├── 231.txt │ ├── 232.txt │ ├── 233.txt │ ├── 234.txt │ ├── 235.txt │ ├── 236.txt │ ├── 237.txt │ ├── 238.txt │ ├── 239.txt │ ├── 240.txt │ ├── 241.txt │ ├── 242.txt │ ├── 243.txt │ ├── 244.txt │ ├── 245.txt │ ├── 246.txt │ ├── 247.txt │ ├── 248.txt │ ├── 249.txt │ ├── 250.txt │ ├── 251.txt │ ├── 252.txt │ ├── 253.txt │ ├── 254.txt │ ├── 255.txt │ ├── 256.txt │ ├── 257.txt │ ├── 258.txt │ ├── 259.txt │ ├── 260.txt │ ├── 261.txt │ ├── 262.txt │ ├── 263.txt │ ├── 264.txt │ ├── 265.txt │ ├── 266.txt │ ├── 267.txt │ ├── 268.txt │ ├── 269.txt │ ├── 270.txt │ ├── 271.txt │ ├── 272.txt │ ├── 273.txt │ ├── 274.txt │ ├── 275.txt │ ├── 276.txt │ ├── 277.txt │ ├── 278.txt │ ├── 279.txt │ ├── 280.txt │ ├── 281.txt │ ├── 282.txt │ ├── 283.txt │ ├── 284.txt │ ├── 285.txt │ ├── 286.txt │ ├── 287.txt │ ├── 288.txt │ ├── 289.txt │ ├── 290.txt │ ├── 291.txt │ ├── 292.txt │ ├── 293.txt │ ├── 294.txt │ ├── 295.txt │ ├── 296.txt │ ├── 297.txt │ ├── 298.txt │ ├── 299.txt │ ├── 300.txt │ ├── 301.txt │ ├── 302.txt │ ├── 303.txt │ ├── 304.txt │ ├── 305.txt │ ├── 306.txt │ ├── 307.txt │ ├── 308.txt │ ├── 309.txt │ ├── 310.txt │ ├── 311.txt │ ├── 312.txt │ ├── 313.txt │ ├── 314.txt │ ├── 315.txt │ ├── 316.txt │ ├── 317.txt │ ├── 318.txt │ ├── 319.txt │ ├── 320.txt │ ├── 321.txt │ ├── 322.txt │ ├── 323.txt │ ├── 324.txt │ ├── 325.txt │ ├── 326.txt │ ├── 327.txt │ ├── 328.txt │ ├── 329.txt │ ├── 330.txt │ ├── 331.txt │ ├── 332.txt │ ├── 333.txt │ ├── 334.txt │ ├── 335.txt │ ├── 336.txt │ ├── 337.txt │ ├── 338.txt │ ├── 339.txt │ ├── 340.txt │ ├── 341.txt │ ├── 342.txt │ ├── 343.txt │ ├── 344.txt │ ├── 345.txt │ ├── 346.txt │ ├── 347.txt │ ├── 348.txt │ ├── 349.txt │ ├── 350.txt │ ├── 351.txt │ ├── 352.txt │ ├── 353.txt │ ├── 354.txt │ ├── 355.txt │ ├── 356.txt │ ├── 357.txt │ ├── 358.txt │ ├── 359.txt │ ├── 360.txt │ ├── 361.txt │ ├── 362.txt │ ├── 363.txt │ ├── 364.txt │ ├── 365.txt │ ├── 366.txt │ ├── 367.txt │ ├── 368.txt │ ├── 369.txt │ ├── 370.txt │ ├── 371.txt │ ├── 372.txt │ ├── 373.txt │ ├── 374.txt │ ├── 375.txt │ ├── 376.txt │ ├── 377.txt │ ├── 378.txt │ ├── 379.txt │ ├── 380.txt │ ├── 381.txt │ ├── 382.txt │ ├── 383.txt │ ├── 384.txt │ ├── 385.txt │ ├── 386.txt │ ├── 387.txt │ ├── 388.txt │ ├── 389.txt │ ├── 390.txt │ ├── 391.txt │ ├── 392.txt │ ├── 393.txt │ ├── 394.txt │ ├── 395.txt │ ├── 396.txt │ ├── 397.txt │ ├── 398.txt │ ├── 399.txt │ ├── 400.txt │ └── 401.txt └── Section 3 ├── 01_manifold_learning_intro.ipynb ├── 02_manifold_learning_lle.ipynb ├── 03_manifold_learning_tsne_umap.ipynb ├── 04_autoencoder.ipynb └── data ├── autoencoder.h5 ├── autoencoder.json ├── fashion-mnist_train.csv.gz ├── 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