Re: [scikit-learn] [Scikit-learn-general] Estimator serialisability

2016-07-14 Thread Dale T Smith
ikit-learn-bounces+dale.t.smith<mailto:scikit-learn-bounces%2Bdale.t.smith>=macys@python.org<mailto:macys@python.org>] On Behalf Of Joel Nothman Sent: Thursday, July 14, 2016 4:18 AM To: Scikit-learn user and developer mailing list Subject: Re: [scikit-learn] [Scikit-learn-gene

Re: [scikit-learn] [Scikit-learn-general] Estimator serialisability

2016-07-14 Thread William Komp
f joblib.dump again. I’m >>> aware that it has problems, but you can include enough versioning >>> information in the objects you dump in order to apply checks in your code >>> to make sure scikit-learn versions are compatible, etc. I know this is a >>> pain in th

Re: [scikit-learn] [Scikit-learn-general] Estimator serialisability

2016-07-14 Thread Nick Pentreath
gt; >> >> >> >> __________________________ >> *Dale Smith* | Macy's Systems and Technology | IFS eCommerce | Data >> Science and Capacity Planning >> | 5985 State Bridge Road, Johns Creek, GA 30097 |

Re: [scikit-learn] [Scikit-learn-general] Estimator serialisability

2016-07-14 Thread William Komp
ale Smith* | Macy's Systems and Technology | IFS eCommerce | Data > Science and Capacity Planning > | 5985 State Bridge Road, Johns Creek, GA 30097 | dale.t.sm...@macys.com > > > > *From:* scikit-learn [mailto:scikit-learn-bounces+dale.t.smith= > macys@python.org] *On B

Re: [scikit-learn] [Scikit-learn-general] Estimator serialisability

2016-07-14 Thread Joel Nothman
This has been discussed numerous times. I suppose no one thinks supporting pickle only is great, but a custom dict is unmaintainable. The best we've got AFAIK (and it looks like it's getting better all the time) is a tool to convert