Implementation of concept induction for Science Robotics paper
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README.md

Implementation of concept induction for Science Robotics paper

Setup

To run the example commands below:

  • Place the oracle_cache folder into the root directory (same as this file)
  • Install the following python packages: numpy, scipy, keras, tensorflow, shapely, numba, and parmap
  • Add the cognitive_programs directory to your PYTHONPATH

Example Commands

  • python cognitive_programs/program_induction/search.py --arg_prediction_type mix_fixation_provided_and_cnn_arg_predictor --n_progs 500000

  • python cognitive_programs/program_induction/search.py --arg_prediction_type mix_fixation_provided_and_cnn_arg_predictor --n_progs 3000000

  • python cognitive_programs/program_induction/search.py --arg_prediction_type cnn_arg_predictor --n_progs 1000000

  • python cognitive_programs/program_induction/search.py --arg_prediction_type uniform_arg --n_progs 1000000