2
votes
Automate naming of scanned documents
It is indeed possible by NLP.
You can try 2 approaches:
Try unsupervised topic modelling.
Since you have annoted 10000 documents ,use them to evaluate your models and choose best performing one .
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- 341
1
vote
How to automate Jupyter notebook runs?
You might want to have a look at papermill, which is made to parameterize and execute notebooks.
You can either
run noteboos from a python script or
use the command line interface
I hope this helps.
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- 1,717
1
vote
Accepted
Automation of finding a starting point of measurement in a large dataset
Well ... I would do exactly what you did. The derivative on original signal is very noisy. I would probably take derivative out of moving-averaged smoothed signal, however it brings some delay into ...
- 6,622
1
vote
Data Science Pipelines vs Common CD/CL
TData science pipelines are designed to manage the end-to-end data lifecycle (e.g., clean data, fit model, and serve model).
CI/CD pipelines are more general purpose software engineering tools around ...
- 22.1k
1
vote
Accepted
Auto-scheduling with Machine Learning
I want to build a data synchronization scheduler which keeps track of the amount of data sync after every scheduled triggers and auto-adjusts the next schedule.
This doesn't immediately strike me as ...
- 1,774
1
vote
Automated bug finder through machine learning?
Is a difficult task for a machine learning method. I would think that there are methods proper to software development that are much more appropiated for the task.
With machine learning, I could ...
- 2,308
1
vote
Tool for test/train automation
Maybe it is a bit too much just for this use case, but I have good experience with airflow.
It is an Apache project and quite helpful to automate some stuff.
Otherwise there are a lot of commercial ...
1
vote
Are there any frameworks available that allow for automated large scale supervised machine learning?
There's a couple of tools that already do this. The ones that I'm familiar with are:
IBM Watson Analytics
Datarobot
Both of those frameworks will handle what you're looking for. Of course, they're ...
- 2,099
1
vote
Are there any frameworks available that allow for automated large scale supervised machine learning?
I think, Rapidminer can be used for that. However, the free version can only load 10,000 rows of data.
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