Add pre-trained model for Snips

Add a Snips model trained on HVAC Temperature, Fan Speed,
and Volume Control intents.

SPEC-4856
Signed-off-by: Malik Talha <talhamalik727x@gmail.com>
Change-Id: I624fa48c059d4fa1a5f2ef07e3af88b3076509f2

4 files changed, 259 insertions, 0 deletions

diff --git a/model/probabilistic_intent_parser/intent_classifier/featurizer/featurizer.json b/model/probabilistic_intent_parser/intent_classifier/featurizer/featurizer.json
new file mode 100644
index 0000000..d75a5e2
--- /dev/null
+++ b/model/probabilistic_intent_parser/intent_classifier/featurizer/featurizer.json
@@ -0,0 +1,22 @@
+{
+  "config": {
+    "added_cooccurrence_feature_ratio": 0.0,
+    "cooccurrence_vectorizer_config": {
+      "filter_stop_words": true,
+      "keep_order": true,
+      "unit_name": "cooccurrence_vectorizer",
+      "unknown_words_replacement_string": null,
+      "window_size": null
+    },
+    "pvalue_threshold": 0.4,
+    "tfidf_vectorizer_config": {
+      "unit_name": "tfidf_vectorizer",
+      "use_stemming": false,
+      "word_clusters_name": null
+    },
+    "unit_name": "featurizer"
+  },
+  "cooccurrence_vectorizer": null,
+  "language_code": "en",
+  "tfidf_vectorizer": "tfidf_vectorizer"
+}
\ No newline at end of file
diff --git a/model/probabilistic_intent_parser/intent_classifier/featurizer/metadata.json b/model/probabilistic_intent_parser/intent_classifier/featurizer/metadata.json
new file mode 100644
index 0000000..7cfe779
--- /dev/null
+++ b/model/probabilistic_intent_parser/intent_classifier/featurizer/metadata.json
@@ -0,0 +1,3 @@
+{
+  "unit_name": "featurizer"
+}
\ No newline at end of file
diff --git a/model/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/metadata.json b/model/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/metadata.json
new file mode 100644
index 0000000..ea6fa93
--- /dev/null
+++ b/model/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/metadata.json
@@ -0,0 +1,3 @@
+{
+  "unit_name": "tfidf_vectorizer"
+}
\ No newline at end of file
diff --git a/model/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/vectorizer.json b/model/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/vectorizer.json
new file mode 100644
index 0000000..ddd3858
--- /dev/null
+++ b/model/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/vectorizer.json
@@ -0,0 +1,231 @@
+{
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+      "airflow": 11,
+      "amp": 12,
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+      "back": 14,
+      "bit": 15,
+      "blower": 16,
+      "boost": 17,
+      "boosting": 18,
+      "breezy": 19,
+      "by": 20,
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+      "cars": 22,
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+      "circulation": 25,
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+      "could": 29,
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+      "decrease": 31,
+      "degrees": 32,
+      "dial": 33,
+      "down": 34,
+      "eight": 35,
+      "eighty": 36,
+      "entityfeaturehvac_fan_speed_action": 37,
+      "entityfeaturehvac_temperature_action": 38,
+      "entityfeaturenumeric_value": 39,
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+      "entityfeaturevolume_control_action": 41,
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+      "fans": 44,
+      "fifty": 45,
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+      "want": 103,
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+      "warmth": 105,
+      "would": 106,
+      "you": 107
+    }
+  }
+}
\ No newline at end of file