RustForge Python
Native environments and CPU DQN, with an optional Gymnasium bridge. Import
rustforge; the package distribution is rustforge-rl (CPython 3.9+).
pip install rustforge-rl
pip install "rustforge-rl[gym]" # optional Gymnasium support
To use the new convenience functions from this checkout, activate a virtualenv,
install maturin and run maturin develop in this directory.
import rustforge as rf
print(rf.available_envs())
env = rf.make_env("CartPole-v1")
agent = rf.train("cartpole", episodes=10, output="dqn.csv")
action = agent.predict(env.reset(42))
# Optional Gymnasium: float32 NumPy observations and standard tuples.
env = rf.make_env("pendulum", api="gymnasium")
obs, info = env.reset(seed=42)
make_env defaults to native reset/step tuples. Environment names accept case,
hyphens/underscores and supported Gym ids. Native classes, DQN.train and
Gymnasium make remain available. Python DQN supports CartPole, GridWorld and
MountainCar; use the CLI for other algorithms and GPU training. Episode-limit
defaults in train are 500, 100 and 200 respectively. Training randomness is not
fully seed-controlled.
output accepts strings or pathlib paths. Invalid training settings raise
ValueError before opening output; training/log I/O failures raise RuntimeError.
Native negative discrete actions raise OverflowError; out-of-range actions and
invalid action dimensions raise ValueError.
1 maintainer
Metadata
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Release files for rustforge-rl 0.2.0
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Source distribution (sdist)
| File | Size | Uploaded | |
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| rustforge_rl-0.2.0.tar.gz | 466.4 kB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| rustforge_rl-0.2.0-cp39-abi3-win_amd64.whl | CPython 3.9 | abi3 | Windows x86-64 | Details |
| rustforge_rl-0.2.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.9 | abi3 | Linux glibc 2.17+ x86-64 | Details |
| rustforge_rl-0.2.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl | CPython 3.9 | abi3 | Linux glibc 2.17+ ARM64 | Details |
| rustforge_rl-0.2.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl | CPython 3.9 | abi3 | macOS 10.12+ universal2 (ARM64, x86-64), macOS 10.12+ x86-64, macOS 11.0+ ARM64 | Details |
Total release size: 3.0 MB
Release files / rustforge_rl-0.2.0.tar.gz
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