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Source channel @githubtrending · Post #14958 · Jul 14

#python#agent#agentic_ai#grpo#kimi_ai#llms#lora#qwen#qwen3#reinforcement_learning#rl ART is a tool that helps you train smart agents for real-world tasks using reinforcement learning, especially with the GRPO method. The standout feature is RULER, which lets you skip the hard work of designing reward functions by using a large language model to automatically score how well your agent is doing—just describe your task, and RULER takes care of the rest. This makes building and improving agents much faster and easier, works for any task, and often performs as well as or better than hand-crafted rewards. You can install ART with a simple command and start training agents right away, even on your own computer or with cloud resources. https://github.com/OpenPipe/ART

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djangoproject

@djangoproject · Post #575 · 02/26/2018, 03:06 AM

#Functions are first-class citizens in Python: # They can be passed as arguments to other functions, # returned as values from other functions, and # assigned to variables and stored in data structures. »> def myfunc(a, b): ... return a + b ... »> funcs = [myfunc] »> funcs[0] <function myfunc at 0x107012230> »> funcs[0](2, 3) 5

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djangoproject

@djangoproject · Post #409 · 08/12/2017, 03:01 AM

# You can use Python's built-in "dis" # module to disassemble #functions and # inspect their CPython VM bytecode: »> def greet(name): ... return 'Hello, ' + name + '!' »> greet('Dan') 'Hello, Dan!' »> import dis »> dis.dis(greet) 2 0 LOAD_CONST 1 ('Hello, ') 2 LOAD_FAST 0 (name) 4 BINARY_ADD 6 LOAD_CONST 2 ('!') 8 BINARY_ADD 10 RETURN_VALUE

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djangoproject

@djangoproject · Post #340 · 05/23/2017, 05:21 AM

# Functions are first-class citizens in Python. # They can be passed as arguments to other functions, # returned as values from other #functions, and # assigned to variables and stored in data structures. »> def myfunc(a, b): ... return a + b ... »> funcs = [myfunc] »> funcs[0] <function myfunc at 0x107012230> »> funcs[0](2, 3) 5

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djangoproject

@djangoproject · Post #430 · 09/02/2017, 03:23 AM

https://docs.python.org/3/library/subprocess.html The #subprocess module allows you to spawn new #processes, connect to their input/output/error pipes, and obtain their return codes. This module intends to replace several older #modules and #functions. #python

djangoproject

@djangoproject · Post #159 · 09/12/2016, 05:37 PM

https://docs.python.org/3/library/atexit.html The #atexit module defines #functions to #register and #unregister cleanup functions. Functions thus registered are automatically executed upon normal interpreter termination. atexit runs these functions in the reverse order in which they were registered; if you register A, B, and C, at #interpreter#termination time they will be run in the order C, B, A.

djangoproject

@djangoproject · Post #513 · 11/30/2017, 10:00 PM

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