Ilya Schurov
@ilyaschurov.bsky.social
Mathematics, AI, ML, education and applications. http://ilya.schurov.com/
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Ilya Schurov
@ilyaschurov.bsky.social
· Nov 20
Hi there! I am a mathematician, ML researcher and educator, currently working at Radboud University, Nijmegen, The Netherlands. Applying ML and some mathematical stuff to condenced matter physics (Neural Quantum States and friends). I also teach Scientific Computing at Constructor University, Bremen
I like pandas method chaining and my code usually looks like this:
df.assign(…).query(…).groupby(…)[['some', 'var']].sum().sort_values(…).iloc[:10].mean()
The problem with this approach is that it is not easy to get access to the results of intermediate steps. Recently I stumbled upon a solution!
df.assign(…).query(…).groupby(…)[['some', 'var']].sum().sort_values(…).iloc[:10].mean()
The problem with this approach is that it is not easy to get access to the results of intermediate steps. Recently I stumbled upon a solution!
November 20, 2024 at 11:28 AM
I like pandas method chaining and my code usually looks like this:
df.assign(…).query(…).groupby(…)[['some', 'var']].sum().sort_values(…).iloc[:10].mean()
The problem with this approach is that it is not easy to get access to the results of intermediate steps. Recently I stumbled upon a solution!
df.assign(…).query(…).groupby(…)[['some', 'var']].sum().sort_values(…).iloc[:10].mean()
The problem with this approach is that it is not easy to get access to the results of intermediate steps. Recently I stumbled upon a solution!
Hi there! I am a mathematician, ML researcher and educator, currently working at Radboud University, Nijmegen, The Netherlands. Applying ML and some mathematical stuff to condenced matter physics (Neural Quantum States and friends). I also teach Scientific Computing at Constructor University, Bremen
November 20, 2024 at 11:07 AM
Hi there! I am a mathematician, ML researcher and educator, currently working at Radboud University, Nijmegen, The Netherlands. Applying ML and some mathematical stuff to condenced matter physics (Neural Quantum States and friends). I also teach Scientific Computing at Constructor University, Bremen