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Name: Beyond the Black Box: Interpreting ML Models with SHAP
--client pyohio --show pyohio_2025 --room orchid_west 15551 --force
Next: 5 From Data to Insights in Minutes: Accelerating Predictive Modelling (in Python) with AutoML
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Author(s):Avik Basu
LocationBallroom A
Date jul Sat 26 Days Raw Files
Start14:06 First Raw Start13:39
Duration00:30:00 Offset0:27:12
End 14:36 Last Raw End 15:09
Chapters 00:00 0:02:48
Total cuts_time30 min.
https://www.pyohio.org/2025/program/talks/beyond-the-black-box
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assets release.pdf Beyond_the_Black_Box_Interpreting_ML_Models_with_SHAP.json
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2025-07-26/13_39_45.ts 13:39:45 - 14:06:57 ( 00:27:12 ) S: 13:39:45 - E: 14:09:45 D: 00:30:00 (End: 1632.0)
vlc ~/Videos/veyepar/pyohio/pyohio_2025/dv/orchid_west/2025-07-26/13_39_45.ts :start-time=00.0 --audio-desync=0
Raw File Cut List
13:39:45 seconds: 0.0
Wall: 13:39:45
Duration 00:30:00
14:09:45 seconds: 1632.0
Wall: 14:06:57
Comments:
mp4
mp4.m3u 		dv.m3u : delete
audio viz
2025-07-26/13_39_45.ts 14:06:57 - 14:09:45 ( 00:02:48 ) S: 13:39:45 - E: 14:09:45 D: 00:30:00 (Start: 1632.0)
vlc ~/Videos/veyepar/pyohio/pyohio_2025/dv/orchid_west/2025-07-26/13_39_45.ts :start-time=01632.0 --audio-desync=0
Raw File Cut List
13:39:45 seconds: 1632.0
Wall: 14:06:57
Duration 00:30:00
14:09:45 seconds: 0.0
Wall: 13:39:45
Comments:
mp4
mp4.m3u 		dv.m3u : delete
audio viz
2025-07-26/14_09_45.ts 14:09:45 - 14:37:49 ( 00:28:04 ) S: 14:09:45 - E: 14:39:44 D: 00:29:59 (End: 1684.0)
vlc ~/Videos/veyepar/pyohio/pyohio_2025/dv/orchid_west/2025-07-26/14_09_45.ts :start-time=00.0 --audio-desync=0
Raw File Cut List
14:09:45 seconds: 0.0
Wall: 14:09:45
Duration 00:29:59
14:39:44 seconds: 1684.0
Wall: 14:37:49
Comments:
mp4
mp4.m3u 		dv.m3u : delete
audio viz
2025-07-26/14_09_45.ts 14:37:49 - 14:39:44 ( 00:01:55 ) S: 14:09:45 - E: 14:39:44 D: 00:29:59 (Start: 1684.0)
vlc ~/Videos/veyepar/pyohio/pyohio_2025/dv/orchid_west/2025-07-26/14_09_45.ts :start-time=01684.0 --audio-desync=0
Raw File Cut List
14:09:45 seconds: 1684.0
Wall: 14:37:49
Duration 00:29:59
14:39:44 seconds: 0.0
Wall: 14:09:45
Comments:
mp4
mp4.m3u 		dv.m3u : delete
audio viz
2025-07-26/14_39_45.ts 14:39:45 - 14:50:59 ( 00:11:14 ) S: 14:39:45 - E: 15:09:44 D: 00:29:59 (End: 674.0)
vlc ~/Videos/veyepar/pyohio/pyohio_2025/dv/orchid_west/2025-07-26/14_39_45.ts :start-time=00.0 --audio-desync=0
Raw File Cut List
14:39:45 seconds: 0.0
Wall: 14:39:45
Duration 00:29:59
15:09:44 seconds: 674.0
Wall: 14:50:59
Comments:
mp4
mp4.m3u 		dv.m3u : delete
audio viz
2025-07-26/14_39_45.ts 14:50:59 - 15:09:44 ( 00:18:45 ) S: 14:39:45 - E: 15:09:44 D: 00:29:59 (Start: 674.0)
vlc ~/Videos/veyepar/pyohio/pyohio_2025/dv/orchid_west/2025-07-26/14_39_45.ts :start-time=0674.0 --audio-desync=0
Raw File Cut List
14:39:45 seconds: 674.0
Wall: 14:50:59
Duration 00:29:59
15:09:44 seconds: 0.0
Wall: 14:39:45
Comments:
mp4
mp4.m3u 		dv.m3u : delete
audio viz

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2025-07-26/13_39_45.ts
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2025-07-26/14_09_45.ts
audio viz
2025-07-26/14_39_45.ts
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