interactive model card streamlit app

LICENSE

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+MIT License
+
+Copyright (c) 2021 amcrisan
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

Pipfile

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+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+streamlit = "*"
+pandas = "*"
+numpy = "*"
+robustnessgym = "*"
+altair = "*"
+sklearn = "*"
+streamlit-vega-lite = "*"
+plotly = "*"
+gensim = "*"
+nltk = "*"
+
+[dev-packages]
+black = "==19.3b0"
+pylint = "*"
+watchdog = "*"
+jupyterlab = "*"
+jupyter = "*"
+
+[requires]
+python_version = "3.8"
+
+[scripts]
+format = "black ."
+format_check = "black --check ."
+lint = "pylint app.py"
+app= "streamlit run app.py"
+clear_cache = "streamlit cache clear"
+notebook = "jupyter notebook"

README.md

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----
-title: Interactive Model Cards
-emoji: 🔥
-colorFrom: gray
-colorTo: pink
-sdk: streamlit
-sdk_version: 1.2.0
-app_file: app.py
-pinned: false
-license: apache-2.0
----
+# Interactive Model Cards
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces#reference
+This is an experimental project that examines whether interactivity can augment people's understanding of machine learning models. We build upon the model card work initially introduced by [Mitchell et al. (2018)](https://arxiv.org/abs/1810.03993) and strategically add (and evaluated) interactivity through a human centered design process. 
+
+This is a currently a work in progress. The most current version of our interactive model card can be accessed at : 
+
+[removed for review]

assets/data/protected_terms.json

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+{
+    "protected-gender": [
+        "aab",
+        "female",
+        "male",
+        "cis",
+        "many-genders",
+        "no-gender",
+        "non-binary",
+        "trans-woman",
+        "trans-man",
+        "trans-gender"
+    ],
+    "protected-age": [
+        "aged",
+        "young",
+        "old",
+        "mature",
+        "immature",
+        "child",
+        "juvenile"
+    ],
+    "protected-religions": [
+        "asexual",
+        "homosexual",
+        "heterosexual",
+        "bisexual",
+        "pansexual"
+    ],
+    "protected-race": [
+        "black",
+        "indian",
+        "indigenous",
+        "asian",
+        "hispanic",
+        "islander",
+        "white",
+        "european",
+        "africian"
+    ],
+    "protected-maternity": [
+        "maternity",
+        "pregnant",
+        "parental",
+        "mother",
+        "motherhood"
+    ],
+    "protected-veteran": [
+        "veteran"
+    ],
+    "protected-disability": [
+        "disability",
+        "handicap",
+        "abled",
+        "disabled",
+        "blind",
+        "deaf",
+        "mobility"
+    ],
+    "protected-sexual-orientation": [
+        "asexual",
+        "homosexual",
+        "heterosexual",
+        "bisexual",
+        "pansexual"
+    ]
+}

assets/data/rg/sst_db.devbench/slices/11095984086453820951051189529600734957634799403036487332827577537350/columns/index/meta.yaml

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+dtype: !!python/name:meerkat.columns.list_column.ListColumn ''
+len: 3
+write_together: true

assets/data/rg/sst_db.devbench/slices/11095984086453820951051189529600734957634799403036487332827577537350/columns/label/meta.yaml

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+len: 3

assets/data/rg/sst_db.devbench/slices/11095984086453820951051189529600734957634799403036487332827577537350/columns/logits/meta.yaml

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+len: 3

assets/data/rg/sst_db.devbench/slices/11095984086453820951051189529600734957634799403036487332827577537350/columns/pred/meta.yaml

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+len: 3

assets/data/rg/sst_db.devbench/slices/11095984086453820951051189529600734957634799403036487332827577537350/columns/probs/meta.yaml

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+len: 3

assets/data/rg/sst_db.devbench/slices/11095984086453820951051189529600734957634799403036487332827577537350/columns/sentence/meta.yaml

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+dtype: !!python/name:meerkat.columns.list_column.ListColumn ''
+len: 3
+write_together: true

assets/data/rg/sst_db.devbench/slices/11095984086453820951051189529600734957634799403036487332827577537350/columns/tokens/meta.yaml

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+dtype: !!python/name:meerkat.columns.list_column.ListColumn ''
+len: 3
+write_together: true

assets/data/rg/sst_db.devbench/slices/11095984086453820951051189529600734957634799403036487332827577537350/columns/tree/meta.yaml

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+dtype: !!python/name:meerkat.columns.list_column.ListColumn ''
+len: 3
+write_together: true

assets/data/rg/sst_db.devbench/slices/11095984086453820951051189529600734957634799403036487332827577537350/meta.yaml

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+column_dtypes:
+  index: &id002 !!python/name:meerkat.columns.list_column.ListColumn ''
+  label: !!python/name:meerkat.columns.numpy_column.NumpyArrayColumn ''
+  logits: &id001 !!python/name:meerkat.columns.tensor_column.TensorColumn ''
+  pred: *id001
+  probs: *id001
+  sentence: *id002
+  tokens: *id002
+  tree: *id002
+dtype: !!python/name:robustnessgym.core.slice.SliceDataPanel ''
+len: 3
+write_together: false

assets/data/rg/sst_db.devbench/slices/16013947967738825897919394505531801267644881523756461674465994499881/columns/index/meta.yaml

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+dtype: !!python/name:meerkat.columns.list_column.ListColumn ''
+len: 2
+write_together: true

assets/data/rg/sst_db.devbench/slices/16013947967738825897919394505531801267644881523756461674465994499881/columns/label/meta.yaml

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+len: 2

assets/data/rg/sst_db.devbench/slices/16013947967738825897919394505531801267644881523756461674465994499881/columns/logits/meta.yaml

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+len: 2

assets/data/rg/sst_db.devbench/slices/16013947967738825897919394505531801267644881523756461674465994499881/columns/pred/meta.yaml

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+len: 2

assets/data/rg/sst_db.devbench/slices/16013947967738825897919394505531801267644881523756461674465994499881/columns/probs/meta.yaml

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+len: 2

assets/data/rg/sst_db.devbench/slices/16013947967738825897919394505531801267644881523756461674465994499881/columns/sentence/meta.yaml

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+dtype: !!python/name:meerkat.columns.list_column.ListColumn ''
+len: 2
+write_together: true

assets/data/rg/sst_db.devbench/slices/16013947967738825897919394505531801267644881523756461674465994499881/columns/tokens/meta.yaml

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+dtype: !!python/name:meerkat.columns.list_column.ListColumn ''
+len: 2
+write_together: true

assets/data/rg/sst_db.devbench/slices/16013947967738825897919394505531801267644881523756461674465994499881/columns/tree/meta.yaml

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+dtype: !!python/name:meerkat.columns.list_column.ListColumn ''
+len: 2
+write_together: true

assets/data/rg/sst_db.devbench/slices/16013947967738825897919394505531801267644881523756461674465994499881/meta.yaml

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+column_dtypes:
+  index: &id002 !!python/name:meerkat.columns.list_column.ListColumn ''
+  label: !!python/name:meerkat.columns.numpy_column.NumpyArrayColumn ''
+  logits: &id001 !!python/name:meerkat.columns.tensor_column.TensorColumn ''
+  pred: *id001
+  probs: *id001
+  sentence: *id002
+  tokens: *id002
+  tree: *id002
+dtype: !!python/name:robustnessgym.core.slice.SliceDataPanel ''
+len: 2
+write_together: false