Diego Kobylkin

I came here because I need an online interface to a Python data pipe (Excel Anonymiser Script) https://github.com/Motorrat/anonyxel/issues/2 Data Pipe is a rather standard task. Many existing scripts would profit...

https://github.com/karpathy/arxiv-sanity-preserver/blob/7da740d967cbce70cdb792f23eabbda7be8511da/utils.py#L101 For example 0401304v1 is a valid ID of one the papers for cond-mat. It was downloaded among first articles for condensed matter physics category. (btw, ´--search-query 'cat:physics:cond-mat'´ did not...

As a rule of thumb how many configuration shoud a task try out?

8

As I have learned the metalearning feature has about 30 fixed configurations to try out. How many configuration should a autosklearn fit task try out as a rule of thumb?...

benchmarking with autosklearn (zeroconf)

1

Great initiative, thanks for making this public! You might be interested in extending your benchmarking to the auto-sklearn. https://github.com/automl/auto-sklearn I have created a script that can take in a sparse...

overfitting

1

Sebastian, isn't your model overfitting as the recall falls sharply when you going from train to test data.

CSV is a bit tricky because it does not have data type metadata. So in order to take that in we will have to guesstimate that or get this metadata...

upstream issue: predict method fails after refit

2

https://github.com/automl/auto-sklearn/issues/263

https://github.com/szilard/benchm-ml https://github.com/rambler-digital-solutions/criteo-1tb-benchmark/

Use PGP and avoid encryption key knowledge

3

Make a receiver user side key generation browser widget to generate a private/public keypair on his system. Allow receiver to send the public key as encoded in the link to...

run this benchmark with autosklearn (zeroconf)

5

https://github.com/paypal/autosklearn-zeroconf