matbench_genmetrics namespace

Subpackages

• matbench_genmetrics.core package
  • Subpackages
    • matbench_genmetrics.core.utils namespace
      • Submodules
      • matbench_genmetrics.core.utils.featurize module
      • matbench_genmetrics.core.utils.match module
      • matbench_genmetrics.core.utils.plotting module
  • Submodules
  • matbench_genmetrics.core.metrics module
    • GenMatcher
      • GenMatcher.match_matrix
      • GenMatcher.duplicity_count
      • GenMatcher.duplicity_counts
      • GenMatcher.duplicity_rate
      • GenMatcher.match_count
      • GenMatcher.match_counts
      • GenMatcher.match_matrix
      • GenMatcher.match_rate
    • GenMetrics
      • GenMetrics.train_test_match_matrix
      • GenMetrics.test_pred_match_matrix
      • GenMetrics.train_gen_match_matrix
      • GenMetrics.test_gen_match_matrix
      • GenMetrics.coverage
      • GenMetrics.metrics
      • GenMetrics.novelty
      • GenMetrics.uniqueness
      • GenMetrics.validity
    • MPTSMetrics
      • MPTSMetrics.train_scores
      • MPTSMetrics.val_scores
      • MPTSMetrics.test_scores
      • MPTSMetrics.gen_scores
      • MPTSMetrics.test_pred_scores
      • MPTSMetrics.evaluate_and_record()
      • MPTSMetrics.get_train_and_val_data()
      • MPTSMetrics.load()
      • MPTSMetrics.load_fingerprints()
      • MPTSMetrics.load_space_group_and_mod_petti()
      • MPTSMetrics.save()
    • MPTSMetrics10
    • MPTSMetrics100
    • MPTSMetrics1000
    • MPTSMetrics10000
  • Module contents
• matbench_genmetrics.mp_time_split package
  • Subpackages
    • matbench_genmetrics.mp_time_split.utils namespace
      • Submodules
      • matbench_genmetrics.mp_time_split.utils.api module
      • matbench_genmetrics.mp_time_split.utils.data module
      • matbench_genmetrics.mp_time_split.utils.gen module
      • matbench_genmetrics.mp_time_split.utils.split module
  • Submodules
  • matbench_genmetrics.mp_time_split.splitter module
    • MPTimeSplit
      • MPTimeSplit.fetch_data()
      • MPTimeSplit.get_final_test_data()
      • MPTimeSplit.get_train_and_val_data()
      • MPTimeSplit.load()
    • get_data_home()
    • main()
    • parse_args()
    • run()
    • setup_logging()
  • Module contents