Questions tagged [version-control]

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Keras trained model exported with older version of Keras ( < 2.2.0 )

Is it possible to update a trained model saved in a file without retraining it ? I found the model on the web and I would like to use it but it uses Merge layers ...
1
vote
1answer
283 views

Dataset management: What are some strategies/solutions for efficiently storing datasets with their versions?

The problem: I've N classification models (independent), for each of these N models, I've different versions (eg: V0, V1, ..., Vfinal_production,Vexperimental). I'm looking for a way to store my ...
-3
votes
1answer
32 views

Extract all releases from GIT repository [closed]

I would like to examine an existing Git repository and extract all defined releases into a subfolder. For example, if application A had 26 releases, my bash script would extract all 26 versions into ...
45
votes
8answers
15k views

How to deal with version control of large amounts of (binary) data

I am a PhD student of Geophysics and work with large amounts of image data (hundreds of GB, tens of thousands of files). I know svn and ...
50
votes
9answers
8k views

Tools and protocol for reproducible data science using Python

I am working on a data science project using Python. The project has several stages. Each stage comprises of taking a data set, using Python scripts, auxiliary data, configuration and parameters, and ...