Simple replay memory data structure implemented using a ring buffer in Rust. Intended to be used for reinforcement learning.
pip install replay_memory>>> import replay_memory
>>> rm = replay_memory.ReplayMemory(10) # set capacity to 10
>>> rm.push_items(range(21))
>>> rm[0] # show has overwritten oldest data
20
>>> len(rm) # length unchanged
10
>>> rm.sample(3) # get a randomly selected sample of 3 items
[20, 18, 11]
>>> rm.sample(3)
[12, 18, 16]Package is written in rust using PyO3 and maturin.
Rust unit tests can be run as below:
cargo test --no-default-featuresPython unit tests are run using tox:
tox