Support for functional localization

.gitignore

@@ -149,4 +149,5 @@ cache
 .cache
 .idea/
 wandb/
-**/models/lm1b/resources
+**/models/lm1b/resources
+conda_score--*

brainscore_language/data/fedorenko2010_localization/__init__.py

@@ -0,0 +1,34 @@
+import pandas as pd
+
+from glob import glob
+from pathlib import Path
+
+from brainscore_language import data_registry
+
+BIBTEX = """@article{Fedorenko2010NewMF,
+  title={New method for fMRI investigations of language: defining ROIs functionally in individual subjects.},
+  author={Evelina Fedorenko and Po-Jang Hsieh and Alfonso Nieto-Castanon and Susan L. Whitfield-Gabrieli and Nancy G. Kanwisher},
+  journal={Journal of neurophysiology},
+  year={2010},
+  volume={104 2},
+  pages={1177-94},
+  url={https://api.semanticscholar.org/CorpusID:740913}
+}"""
+
+# Code adapted from: https://github.com/bkhmsi/brain-language-suma
+
+def load_data():
+    paths = glob(f"{Path(__file__).parent }/*.csv")
+    data = pd.read_csv(paths[0])
+    for path in paths[1:]:
+        run_data = pd.read_csv(path)
+        data = pd.concat([data, run_data])
+
+    data["sent"] = data["stim2"].apply(str.lower)
+
+    for stimuli_idx in range(3, 14):
+        # lowercase each stimulus/word then add it to the sentence
+        data["sent"] += " " + data[f"stim{stimuli_idx}"].apply(str.lower)
+    return data
+
+data_registry['Fedorenko2010.localization'] = load_data

brainscore_language/data/fedorenko2010_localization/langloc_fmri_run1_stim_set1.csv

@@ -0,0 +1,49 @@
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brainscore_language/data/fedorenko2010_localization/langloc_fmri_run1_stim_set2.csv

@@ -0,0 +1,49 @@
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brainscore_language/data/fedorenko2010_localization/langloc_fmri_run1_stim_set3.csv

@@ -0,0 +1,49 @@
+stim1,stim2,stim3,stim4,stim5,stim6,stim7,stim8,stim9,stim10,stim11,stim12,stim13,stim14
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brainscore_language/data/fedorenko2010_localization/langloc_fmri_run1_stim_set4.csv

@@ -0,0 +1,49 @@
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brainscore_language/data/fedorenko2010_localization/langloc_fmri_run1_stim_set5.csv

@@ -0,0 +1,49 @@
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