MLOps
Collection
A selection of spaces that demonstrate an end-to-end MLOps pipeline including monitoring on HF Spaces.
•
4 items
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Updated
Air temperature [K]
float64 0
2.98M
| Process temperature [K]
float64 0
11.1k
| Rotational speed [rpm]
int64 1
5k
| Torque [Nm]
float64 1
360
| Tool wear [min]
int64 0
1.98k
| Type
stringclasses 3
values | prediction
int64 0
1
|
---|---|---|---|---|---|---|
300.8 | 310.3 | 1,538 | 36.1 | 198 | L | 0 |
296.3 | 307.3 | 1,368 | 49.5 | 10 | M | 0 |
298.6 | 309.1 | 1,339 | 51.1 | 34 | M | 0 |
302.4 | 311.1 | 1,634 | 34.2 | 184 | L | 0 |
297.9 | 307.7 | 1,546 | 37.6 | 72 | L | 0 |
301.6 | 310.8 | 1,290 | 65.3 | 63 | M | 0 |
298.2 | 308.2 | 1,407 | 47.1 | 153 | L | 0 |
296.6 | 307.4 | 1,465 | 47.8 | 187 | L | 0 |
298.6 | 309.6 | 1,353 | 62.5 | 9 | L | 0 |
301 | 310.7 | 1,391 | 45 | 123 | L | 0 |
296.8 | 308.3 | 1,506 | 45.9 | 182 | L | 0 |
297.5 | 308.8 | 1,312 | 50.3 | 159 | L | 0 |
298.3 | 308.2 | 1,663 | 28.4 | 67 | L | 0 |
298.1 | 308.4 | 1,438 | 45.6 | 105 | L | 0 |
300.9 | 312 | 1,493 | 38.7 | 217 | L | 0 |
303.9 | 313.1 | 1,425 | 49.3 | 199 | L | 0 |
299.3 | 308.6 | 1,437 | 48.1 | 67 | L | 0 |
300.6 | 310.2 | 1,519 | 44.6 | 69 | L | 0 |
298.9 | 309.3 | 1,665 | 32.5 | 93 | L | 0 |
297.3 | 308.3 | 1,544 | 41.7 | 6 | M | 0 |
297.8 | 307.7 | 1,505 | 39.7 | 25 | L | 0 |
300.3 | 311.9 | 1,390 | 49 | 194 | H | 0 |
298.9 | 310.1 | 1,366 | 62.7 | 161 | H | 0 |
298.8 | 309.8 | 1,551 | 36.6 | 15 | M | 0 |
304.1 | 313.3 | 1,480 | 38.4 | 72 | M | 0 |
301.9 | 310.8 | 1,427 | 47.7 | 92 | L | 0 |
298.6 | 309.7 | 1,422 | 49.7 | 139 | M | 0 |
299.7 | 311 | 1,448 | 49.8 | 80 | M | 0 |
300.5 | 311.6 | 1,456 | 51.1 | 193 | M | 0 |
299.2 | 308.4 | 1,436 | 41.8 | 28 | L | 0 |
298.7 | 310.2 | 1,402 | 45.9 | 30 | L | 0 |
300.5 | 311.6 | 1,744 | 26.8 | 94 | L | 0 |
300.7 | 309.5 | 1,251 | 59.9 | 120 | L | 0 |
300.7 | 310.7 | 1,377 | 46.7 | 36 | M | 0 |
302.4 | 310.1 | 1,520 | 36.6 | 97 | M | 0 |
298 | 309.2 | 1,520 | 37.9 | 89 | H | 0 |
299.1 | 308.3 | 1,451 | 42.8 | 21 | H | 0 |
298.2 | 307.9 | 1,529 | 36.6 | 105 | M | 0 |
298.3 | 309.1 | 1,386 | 45.3 | 212 | L | 0 |
298 | 308.2 | 1,466 | 42.6 | 2 | M | 0 |
300.2 | 309.8 | 1,418 | 49.3 | 16 | L | 0 |
299.1 | 310.6 | 1,818 | 24.1 | 173 | L | 0 |
297.9 | 307.7 | 1,618 | 35.9 | 92 | H | 0 |
297.5 | 308.7 | 1,697 | 28.1 | 107 | M | 0 |
299.4 | 309 | 1,415 | 51.7 | 62 | H | 0 |
302.7 | 312 | 1,944 | 21.4 | 71 | M | 0 |
297.5 | 308.3 | 1,674 | 30 | 54 | H | 0 |
299.9 | 310.2 | 1,479 | 46.3 | 173 | L | 0 |
298.8 | 308.6 | 1,593 | 35.5 | 175 | L | 0 |
300.7 | 309.6 | 1,541 | 34.6 | 131 | L | 0 |
298.8 | 308.5 | 1,395 | 44.4 | 33 | L | 0 |
300.8 | 311 | 1,578 | 44.4 | 86 | L | 0 |
298 | 307.7 | 1,492 | 38.7 | 202 | L | 0 |
299.8 | 309.1 | 1,612 | 35.4 | 205 | L | 0 |
297.3 | 308.3 | 1,935 | 19.3 | 24 | H | 0 |
301.3 | 311 | 1,402 | 47.5 | 197 | M | 0 |
300.2 | 309.5 | 1,729 | 28.4 | 131 | L | 0 |
303.6 | 312 | 1,309 | 52.9 | 86 | L | 0 |
296.9 | 308 | 1,641 | 33.3 | 67 | M | 0 |
298.3 | 307.9 | 1,766 | 26.5 | 145 | L | 0 |
298.6 | 309.6 | 1,449 | 42.5 | 16 | H | 0 |
302.1 | 311.2 | 1,519 | 39.3 | 155 | L | 0 |
299.2 | 308.5 | 1,340 | 50 | 144 | L | 0 |
297.2 | 308.6 | 1,284 | 51.3 | 32 | M | 0 |
299.7 | 310.6 | 1,616 | 35.1 | 142 | L | 0 |
298.7 | 309.6 | 1,738 | 27.3 | 79 | M | 0 |
298.8 | 309.9 | 1,482 | 39.1 | 45 | L | 0 |
300.1 | 309.4 | 1,464 | 41.7 | 30 | L | 0 |
297.9 | 308 | 1,490 | 46.2 | 6 | L | 0 |
298.5 | 309.6 | 1,492 | 41.7 | 100 | M | 0 |
296.1 | 307.1 | 1,485 | 36 | 169 | M | 0 |
303.8 | 313.1 | 1,869 | 25.8 | 211 | L | 0 |
300.6 | 309.4 | 1,380 | 47.6 | 246 | H | 0 |
301.2 | 311 | 1,567 | 35.1 | 64 | L | 0 |
303.6 | 311.8 | 1,627 | 30.8 | 104 | M | 0 |
303.5 | 312.9 | 1,332 | 52.9 | 66 | L | 0 |
300.9 | 312 | 1,397 | 42.7 | 212 | H | 0 |
301 | 311.3 | 1,349 | 47 | 71 | L | 0 |
298.5 | 309.7 | 1,437 | 42.6 | 120 | L | 0 |
300.4 | 310.2 | 1,613 | 36.9 | 231 | M | 0 |
297.2 | 307.9 | 1,493 | 38.4 | 146 | L | 0 |
301.5 | 310.6 | 1,587 | 33.7 | 122 | L | 0 |
296.9 | 307.9 | 1,979 | 20.4 | 68 | M | 0 |
299.6 | 310.9 | 1,630 | 29.8 | 206 | M | 0 |
297 | 307.8 | 1,404 | 40.7 | 184 | H | 0 |
300.1 | 309.1 | 1,400 | 46.7 | 77 | L | 0 |
298.8 | 308.8 | 1,441 | 40.5 | 63 | M | 0 |
297.5 | 309.2 | 1,804 | 27.4 | 215 | M | 0 |
298.3 | 309.1 | 1,387 | 52.3 | 160 | L | 0 |
302.6 | 311.5 | 1,599 | 37 | 211 | L | 0 |
298.2 | 308.2 | 1,446 | 38.2 | 61 | L | 0 |
299.8 | 311.1 | 1,562 | 35.7 | 170 | M | 0 |
297.2 | 308.5 | 1,447 | 47.9 | 188 | L | 0 |
301.8 | 310.7 | 1,551 | 37.7 | 64 | L | 0 |
298.5 | 309.4 | 1,517 | 40.2 | 45 | L | 0 |
299.4 | 310.9 | 1,446 | 47.3 | 12 | M | 0 |
302.3 | 310.1 | 1,513 | 40.4 | 22 | L | 0 |
297.4 | 308.7 | 1,349 | 48.9 | 120 | H | 0 |
299.9 | 309.2 | 1,574 | 36.5 | 177 | M | 0 |
298.5 | 309.7 | 1,523 | 44.6 | 83 | M | 0 |
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