alchemy-catalyst 20.1.8

Alchemy. Experiments logging & visualization.

Experiments logging & visualization

Part of Catalyst Ecosystem. Project manifest.

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Installation

Common installation:

pip install -U alchemy-catalyst

Getting started

1. Goto Alchemy and get your personal token.

2. Run following example.py:

   import random
   
   from alchemy import Logger
   
   token = "..."  # insert your personal token here
   
   for gid in range(1):
       for eid in range(2):
           for mid in range(3):
               metric = f"metric_{mid}"
               group = f"group_{gid}"
               experiment = f"experiment_{eid}"
   
               logger = Logger(token, experiment, group)
   
               n = 300
               x = random.randint(-10, 10)
               for i in range(n):
                   logger.log_scalar(metric, x)
                   x += random.randint(-1, 1)
               logger.close()
   

3. Now you should see your metrics on Alchemy.

Example

For mode detailed tutorials, please follow Catalyst examples.