Datasets:

Modalities:
Tabular
Formats:
parquet
Tags:
code
Libraries:
Datasets
Dask
License:
boolean-networks / README.md
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metadata
license: apache-2.0
tags:
  - code

boolean networks, each sampled over 8192 timesteps, ranging from network size 32-1024, with connectivities (sizes of functions) per item taken from random gaussian mixtures

features:

network_size              # number of nodes in the network
connectivity_modes        # gaussians that connectivities are sampled from
connectivity_mu
connectivity_sigma
connectivity_mode_weights
initial_state
function_keys             # think left (input) side of truth table
function_values           # think right (output) side of truth table
function_inputs           # the node indices that go into this function

for a tiny subset with 128 networks, for example if testing a pipeline, try:

from datasets import load_dataset

dataset = load_dataset(
  "parquet", data_files=[
    "https://huggingface.co/datasets/midwestern-simulation/boolean-networks/resolve/main/chunk_gUKO6HBS_128_8192_32-1024.parquet"
    # "chunk_{id}_{num_samples}_{min_network_size}_{max_network_size}.parquet"
  ]
)