Commit 5d0f652f authored by miaecle's avatar miaecle
Browse files

qm7 updates

parent c5e8cc45
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+1 −1
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@@ -116,7 +116,7 @@ class ANIRegression(TensorGraph):
               n_tasks,
               max_atoms,
               exp_loss=False,
               activation_fn='ani',
               activation_fn='relu',
               layer_structures=[128, 64],
               atom_number_cases=[1, 6, 7, 8, 16],
               **kwargs):
+5 −1
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@@ -21,7 +21,11 @@ def load_bace_regression(featurizer='ECFP',
  logger.info("About to featurize bace dataset.")
  data_dir = deepchem.utils.get_data_dir()
  if reload:
    save_dir = os.path.join(data_dir, "bace_r/" + featurizer + "/" + str(split))
    if move_mean:
      dir_name = "bace_r/" + featurizer + "/" + str(split)
    else:
      dir_name = "bace_r/" + featurizer + "_mean_unmoved/" + str(split)
    save_dir = os.path.join(data_dir, dir_name)

  dataset_file = os.path.join(data_dir, "bace.csv")

+5 −2
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@@ -17,8 +17,11 @@ def load_delaney(featurizer='ECFP', split='index', reload=True, move_mean=True):
  logger.info("About to featurize Delaney dataset.")
  data_dir = deepchem.utils.get_data_dir()
  if reload:
    save_dir = os.path.join(data_dir,
                            "delaney/" + featurizer + "/" + str(split))
    if move_mean:
      dir_name = "delaney/" + featurizer + "/" + str(split)
    else:
      dir_name = "delaney/" + featurizer + "_mean_unmoved/" + str(split)
    save_dir = os.path.join(data_dir, dir_name)

  dataset_file = os.path.join(data_dir, "delaney-processed.csv")

+5 −1
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@@ -18,7 +18,11 @@ def load_lipo(featurizer='ECFP', split='index', reload=True, move_mean=True):
  logger.info("About to load Lipophilicity dataset.")
  data_dir = deepchem.utils.get_data_dir()
  if reload:
    save_dir = os.path.join(data_dir, "lipo/" + featurizer + "/" + str(split))
    if move_mean:
      dir_name = "lipo/" + featurizer + "/" + str(split)
    else:
      dir_name = "lipo/" + featurizer + "_mean_unmoved/" + str(split)
    save_dir = os.path.join(data_dir, dir_name)

  dataset_file = os.path.join(data_dir, "Lipophilicity.csv")
  if not os.path.exists(dataset_file):
+5 −1
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@@ -16,7 +16,11 @@ def load_qm7_from_mat(featurizer='CoulombMatrix',
                      move_mean=True):
  data_dir = deepchem.utils.get_data_dir()
  if reload:
    save_dir = os.path.join(data_dir, "qm7/" + featurizer + "/" + str(split))
    if move_mean:
      dir_name = "qm7/" + featurizer + "/" + str(split)
    else:
      dir_name = "qm7/" + featurizer + "_mean_unmoved/" + str(split)
    save_dir = os.path.join(data_dir, dir_name)

  qm7_tasks = ["u0_atom"]

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