diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..43ad48149335a4c048e906827a311f54d70a1aea 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
*.zip filter=lfs diff=lfs merge=lfs -text
*.zst filter=lfs diff=lfs merge=lfs -text
*tfevents* filter=lfs diff=lfs merge=lfs -text
+en_ner_fashion-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+tok2vec/model filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..65f075f1d8c687bb9d428f927b953429cb1ef02e
--- /dev/null
+++ b/README.md
@@ -0,0 +1,56 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- en
+model-index:
+- name: en_ner_fashion
+ results:
+ - task:
+ name: NER
+ type: token-classification
+ metrics:
+ - name: NER Precision
+ type: precision
+ value: 0.6941176471
+ - name: NER Recall
+ type: recall
+ value: 0.4957983193
+ - name: NER F Score
+ type: f_score
+ value: 0.5784313725
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `en_ner_fashion` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.7.2,<3.8.0` |
+| **Default Pipeline** | `tok2vec`, `ner` |
+| **Components** | `tok2vec`, `ner` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | n/a |
+| **Author** | [n/a]() |
+
+### Label Scheme
+
+
+
+View label scheme (1 labels for 1 components)
+
+| Component | Labels |
+| --- | --- |
+| **`ner`** | `FASHION_BRAND` |
+
+
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `ENTS_F` | 57.84 |
+| `ENTS_P` | 69.41 |
+| `ENTS_R` | 49.58 |
+| `TOK2VEC_LOSS` | 12527.00 |
+| `NER_LOSS` | 29603.77 |
\ No newline at end of file
diff --git a/config.cfg b/config.cfg
new file mode 100644
index 0000000000000000000000000000000000000000..36ae8a70797ec106c89297ac381e99d72377927f
--- /dev/null
+++ b/config.cfg
@@ -0,0 +1,151 @@
+[paths]
+train = "corpus/fashion_brands_training.spacy"
+dev = "corpus/fashion_brands_eval.spacy"
+raw = null
+init_tok2vec = null
+vectors = null
+
+[system]
+gpu_allocator = null
+seed = 0
+
+[nlp]
+lang = "en"
+pipeline = ["tok2vec","ner"]
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+disabled = []
+batch_size = 1000
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = true
+nO = null
+
+[components.ner.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode.width}
+upstream = "*"
+
+[components.tok2vec]
+factory = "tok2vec"
+
+[components.tok2vec.model]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.tok2vec.model.embed]
+@architectures = "spacy.MultiHashEmbed.v1"
+width = ${components.tok2vec.model.encode.width}
+rows = [2000,1000,1000,1000]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
+include_static_vectors = false
+
+[components.tok2vec.model.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 96
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 2000
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+train_corpus = "corpora.train"
+dev_corpus = "corpora.dev"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+accumulate_gradient = 1
+patience = 1600
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = []
+before_to_disk = null
+annotating_components = []
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_words.v1"
+discard_oversize = false
+tolerance = 0.2
+get_length = null
+
+[training.batcher.size]
+@schedules = "compounding.v1"
+start = 100
+stop = 1000
+compound = 1.001
+t = 0.0
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+ents_f = 1.0
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]
\ No newline at end of file
diff --git a/en_ner_fashion-any-py3-none-any.whl b/en_ner_fashion-any-py3-none-any.whl
new file mode 100644
index 0000000000000000000000000000000000000000..edd1190060b49846a00eca4eddef40bfc3763ea4
--- /dev/null
+++ b/en_ner_fashion-any-py3-none-any.whl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:709a1170694c7d0a2caccb792eda748c48c5ddd9ae3dea7a578271ffb185c037
+size 3587746
diff --git a/meta.json b/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..fec34f146fb3d0fe04d93c6852e72a815bf3538a
--- /dev/null
+++ b/meta.json
@@ -0,0 +1,54 @@
+{
+ "lang":"en",
+ "name":"ner_fashion",
+ "version":"0.0.0",
+ "description":"",
+ "author":"",
+ "email":"",
+ "url":"",
+ "license":"",
+ "spacy_version":">=3.7.2,<3.8.0",
+ "spacy_git_version":"a89eae928",
+ "vectors":{
+ "width":0,
+ "vectors":0,
+ "keys":0,
+ "name":null
+ },
+ "labels":{
+ "tok2vec":[
+
+ ],
+ "ner":[
+ "FASHION_BRAND"
+ ]
+ },
+ "pipeline":[
+ "tok2vec",
+ "ner"
+ ],
+ "components":[
+ "tok2vec",
+ "ner"
+ ],
+ "disabled":[
+
+ ],
+ "performance":{
+ "ents_f":0.5784313725,
+ "ents_p":0.6941176471,
+ "ents_r":0.4957983193,
+ "ents_per_type":{
+ "FASHION_BRAND":{
+ "p":0.6941176471,
+ "r":0.4957983193,
+ "f":0.5784313725
+ }
+ },
+ "tok2vec_loss":125.2700084853,
+ "ner_loss":296.0376733411
+ },
+ "requirements":[
+
+ ]
+}
\ No newline at end of file
diff --git a/ner/cfg b/ner/cfg
new file mode 100644
index 0000000000000000000000000000000000000000..6cd11cf7e67d8f2515a43feed2b679ec362c66e8
--- /dev/null
+++ b/ner/cfg
@@ -0,0 +1,13 @@
+{
+ "moves":null,
+ "update_with_oracle_cut_size":100,
+ "multitasks":[
+
+ ],
+ "min_action_freq":1,
+ "learn_tokens":false,
+ "beam_width":1,
+ "beam_density":0.0,
+ "beam_update_prob":0.0,
+ "incorrect_spans_key":null
+}
\ No newline at end of file
diff --git a/ner/model b/ner/model
new file mode 100644
index 0000000000000000000000000000000000000000..8cfaa9df892b649959250aaa6c7f3b2fc557c007
Binary files /dev/null and b/ner/model differ
diff --git a/ner/moves b/ner/moves
new file mode 100644
index 0000000000000000000000000000000000000000..a7d9052db2ce4fc768a27e0fefa4a152c733df48
--- /dev/null
+++ b/ner/moves
@@ -0,0 +1 @@
+‚¥movesÙ€{"0":{},"1":{"FASHION_BRAND":728},"2":{"FASHION_BRAND":728},"3":{"FASHION_BRAND":728},"4":{"FASHION_BRAND":728,"":1},"5":{"":1}}£cfg§neg_keyÀ
\ No newline at end of file
diff --git a/tok2vec/cfg b/tok2vec/cfg
new file mode 100644
index 0000000000000000000000000000000000000000..0e0dcd235c4973becf25f38eb4e5bb26e154c86a
--- /dev/null
+++ b/tok2vec/cfg
@@ -0,0 +1,3 @@
+{
+
+}
\ No newline at end of file
diff --git a/tok2vec/model b/tok2vec/model
new file mode 100644
index 0000000000000000000000000000000000000000..1e21170b05cafc0debd911c3d8d94d04ac80330f
--- /dev/null
+++ b/tok2vec/model
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb305afdf34ac9039046538e2707685ece5ad45df432571344acf2155797301a
+size 3705091
diff --git a/tokenizer b/tokenizer
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+ "Havana",
+ "Have",
+ "Havin",
+ "Havin'",
+ "Having",
+ "Havin\u2019",
+ "Hawes",
+ "He",
+ "He's",
+ "Head",
+ "Heading",
+ "Headline",
+ "Heart",
+ "Heck",
+ "Heels",
+ "Heidi",
+ "Hell",
+ "Hello",
+ "Helmut",
+ "Help",
+ "Hem",
+ "Hemming",
+ "Her",
+ "Here",
+ "Hermes",
+ "Herm\u00e8s",
+ "Hey",
+ "Heyer",
+ "He\u2019s",
+ "Hi",
+ "Higgins",
+ "High",
+ "Highlights",
+ "Highly",
+ "Highschoolers",
+ "Hill",
+ "Hindu",
+ "His",
+ "Hit",
+ "Hitting",
+ "Hmm",
+ "Hmmm",
+ "Holes",
+ "Hollister",
+ "Holy",
+ "Honestly",
+ "Honey",
+ "Hoodie",
+ "Hope",
+ "Hopefully",
+ "Hoping",
+ "Hot",
+ "Hotter",
+ "House",
+ "How",
+ "How's",
+ "However",
+ "How\u2019s",
+ "Hrm",
+ "Hudson",
+ "Huge",
+ "Hughes",
+ "Hugo",
+ "Hugs",
+ "Humans",
+ "Husband",
+ "Hyde",
+ "Hypebeasty",
+ "I",
+ "I\"m",
+ "I'm",
+ "I.",
+ "I.E.",
+ "I.e",
+ "I.e.",
+ "ICK",
+ "IG",
+ "IGH",
+ "IIT",
+ "IKEA",
+ "IME",
+ "IMO",
+ "ING",
+ "INK",
+ "IR",
+ "IRE",
+ "IRL",
+ "IRs",
+ "IS",
+ "ISSUE",
+ "IT",
+ "Ia",
+ "Ia.",
+ "Iconic",
+ "Id",
+ "Id.",
+ "Idaho",
+ "Ideally",
+ "Idk",
+ "If",
+ "Ill",
+ "Ill.",
+ "Illinois",
+ "Image",
+ "Imagine",
+ "Imgur",
+ "Imm",
+ "Imo",
+ "Impact",
+ "Impossible",
+ "Improving",
+ "Impulse",
+ "In",
+ "Inc",
+ "Inc.",
+ "Incorrect",
+ "Ind",
+ "Ind.",
+ "Independence",
+ "India",
+ "Indiana",
+ "Indigo",
+ "Indochino",
+ "Influence",
+ "Info",
+ "Infrareds",
+ "Injuries",
+ "Inseam",
+ "Insider",
+ "Instagram",
+ "Interest",
+ "Interesting",
+ "International",
+ "Invisible",
+ "Iowa",
+ "Iron",
+ "Ironheart",
+ "Is",
+ "Issey",
+ "It",
+ "It's",
+ "Italian",
+ "Italy",
+ "Its",
+ "It\u2019s",
+ "Iw6",
+ "I\u2018ve",
+ "J",
+ "J.",
+ "J.Crew",
+ "JC",
+ "JCPenny",
+ "JCrew",
+ "JNA",
+ "Jacket",
+ "Jak",
+ "Jan",
+ "Jan.",
+ "Jansport",
+ "January",
+ "Japan",
+ "Japanese",
+ "Jcrew",
+ "Jeans",
+ "Jeff",
+ "Jensen",
+ "Jesus",
+ "Jewelry",
+ "Jilly",
+ "Jodhper",
+ "Joe",
+ "John",
+ "Jorts",
+ "Jost",
+ "Journeyman",
+ "Jr",
+ "Jr.",
+ "Juicy",
+ "Jul",
+ "Jul.",
+ "Julius",
+ "July",
+ "Jumpsuits",
+ "Jun",
+ "Jun.",
+ "June",
+ "Junghans",
+ "Just",
+ "Justin",
+ "K",
+ "K.",
+ "KEA",
+ "KMart",
+ "KMj",
+ "KS",
+ "Kan",
+ "Kan.",
+ "Kans",
+ "Kans.",
+ "Kansas",
+ "Kapital",
+ "Kate",
+ "Kathmandu",
+ "Kawhi",
+ "Keds",
+ "Keen",
+ "Keep",
+ "Keeps",
+ "Kelsey",
+ "Kenneth",
+ "Kent",
+ "Kentucky",
+ "Key",
+ "Keys",
+ "Khadi",
+ "Khaki",
+ "Khakis",
+ "Kiehl",
+ "Killshots",
+ "Kim",
+ "Kimono",
+ "Kind",
+ "Kinda",
+ "Kiss",
+ "Kiton",
+ "Knit",
+ "Knot",
+ "Kohl",
+ "Kohls",
+ "Koio",
+ "Koios",
+ "Korea",
+ "Korean",
+ "Korshak",
+ "Kristin",
+ "Ky",
+ "Ky.",
+ "Kyle",
+ "L",
+ "LA",
+ "LDO",
+ "LDR",
+ "LES",
+ "LG",
+ "LGBT",
+ "LL",
+ "LLY",
+ "LOFT",
+ "LOL",
+ "LONG",
+ "LOTS",
+ "LOVE",
+ "LOVED",
+ "LOVELY",
+ "LSO",
+ "LUE",
+ "LV",
+ "La",
+ "La.",
+ "Lab",
+ "Lacoste",
+ "Lads",
+ "Lady",
+ "Lakers",
+ "Lame",
+ "Land",
+ "Lang",
+ "Langdon",
+ "Large",
+ "Lars",
+ "Las",
+ "Last",
+ "Lately",
+ "Laurent",
+ "Lazio",
+ "Lbs",
+ "Leaning",
+ "Learn",
+ "Leather",
+ "Leather-",
+ "Leatherman",
+ "Lee",
+ "Left",
+ "Leisure",
+ "Leisurewear",
+ "Lemme",
+ "Lemmon",
+ "Let",
+ "Let's",
+ "Let\u2019s",
+ "Level",
+ "Levi",
+ "Levis",
+ "Levi\u2019s",
+ "Liam",
+ "Liberty",
+ "Lighten",
+ "Lighter",
+ "Like",
+ "Linen",
+ "LinenFox",
+ "Link",
+ "Links",
+ "Literally",
+ "Live",
+ "Lively",
+ "Lmao",
+ "Loake",
+ "Local",
+ "Lof",
+ "Loft",
+ "Loincloth",
+ "Lol",
+ "London",
+ "Long",
+ "Longer",
+ "Look",
+ "Looked",
+ "Looking",
+ "Looks",
+ "Lots",
+ "Louis",
+ "Louisiana",
+ "Love",
+ "Lovestoned",
+ "Lovin",
+ "Lovin'",
+ "Lovin\u2019",
+ "Low",
+ "Ltd",
+ "Ltd.",
+ "Luca",
+ "Lucky",
+ "Lulu",
+ "Lululemon",
+ "Lulus",
+ "Luxire",
+ "Luxury",
+ "Lyndale",
+ "M",
+ "M'lady",
+ "M9",
+ "M9-ish",
+ "MAJORLY",
+ "MANY",
+ "MEEEE",
+ "MFA",
+ "MTM",
+ "MTP-1221A",
+ "MTP-1222A",
+ "MW",
+ "Ma'am",
+ "Mackay",
+ "Macy",
+ "Made",
+ "Madewell",
+ "Magellan",
+ "Magic",
+ "Magnanni",
+ "Main",
+ "Maine",
+ "Mainly",
+ "Make",
+ "Makes",
+ "Man",
+ "Mandarin",
+ "Many",
+ "Mar",
+ "Mar.",
+ "Marc",
+ "March",
+ "Marcus",
+ "Margiela",
+ "Margielas",
+ "Marina",
+ "Marketing",
+ "Markova",
+ "Marmot",
+ "Marni",
+ "Marshall",
+ "Mart",
+ "Martens",
+ "Mass",
+ "Mass.",
+ "Massachusetts",
+ "Massimo",
+ "Massive",
+ "Material",
+ "Maternity",
+ "Max",
+ "Maxx",
+ "May",
+ "Maybe",
+ "Ma\u2019am",
+ "McQ",
+ "McQueen",
+ "Md",
+ "Md.",
+ "Me",
+ "Measure",
+ "Measurements",
+ "Medium",
+ "Melbourne",
+ "Memorial",
+ "Memories",
+ "Men",
+ "Mens",
+ "Mesh",
+ "Messrs",
+ "Messrs.",
+ "Metal",
+ "Metcon",
+ "Mexico",
+ "Mich",
+ "Mich.",
+ "Michael",
+ "Michel",
+ "Michigan",
+ "Mid",
+ "Midtown",
+ "Midwest",
+ "Might",
+ "Mihara",
+ "Mikia",
+ "Mill",
+ "Millar",
+ "Mine",
+ "Minimalist",
+ "Minn",
+ "Minn.",
+ "Minnesota",
+ "Minus",
+ "Miss",
+ "Miss.",
+ "Missed",
+ "Mississippi",
+ "Missoni",
+ "Mixing",
+ "Mizzen",
+ "Mo",
+ "Mo.",
+ "ModCloth",
+ "Moderators",
+ "ModernTailor",
+ "Modernist",
+ "Mofongo",
+ "Mommy",
+ "Momotaro",
+ "Monaco",
+ "Monday",
+ "Mono",
+ "Monsoon",
+ "Mont",
+ "Mont.",
+ "Moore",
+ "More",
+ "Morgan",
+ "Morning",
+ "Morris",
+ "Most",
+ "Mostly",
+ "Mount",
+ "Move",
+ "Movement",
+ "Mr",
+ "Mr.",
+ "Mrs",
+ "Mrs.",
+ "Ms",
+ "Ms.",
+ "Mt",
+ "Mt.",
+ "Muay",
+ "Muji",
+ "Mulberry",
+ "Mum",
+ "Must",
+ "Muted",
+ "My",
+ "MyUS",
+ "N",
+ "N&F",
+ "N.C.",
+ "N.D.",
+ "N.H.",
+ "N.J.",
+ "N.M.",
+ "N.Y.",
+ "NBA",
+ "NBD",
+ "NBs",
+ "NEVER",
+ "NIS",
+ "NJ",
+ "NOT",
+ "NP",
+ "NPL",
+ "NSFW",
+ "NTY",
+ "NY",
+ "NYC",
+ "Na2",
+ "Nada",
+ "Nah",
+ "Naked",
+ "Napoli",
+ "National",
+ "Natural",
+ "Navy",
+ "Nearly",
+ "Neb",
+ "Neb.",
+ "Nebr",
+ "Nebr.",
+ "Nebraska",
+ "Need",
+ "Neff",
+ "Neiman",
+ "Neimans",
+ "Nelson",
+ "Netherlands",
+ "Nev",
+ "Nev.",
+ "Nevada",
+ "Never",
+ "New",
+ "New Hampshire",
+ "New Jersey",
+ "New Mexico",
+ "New York",
+ "News",
+ "Next",
+ "Nice",
+ "Nike",
+ "Nikes",
+ "No",
+ "NoT",
+ "Noir",
+ "Nome",
+ "Non",
+ "None",
+ "Noone",
+ "Nope",
+ "Nordstrom",
+ "Norse",
+ "North",
+ "North Carolina",
+ "North Dakota",
+ "Not",
+ "Nothin",
+ "Nothin'",
+ "Nothing",
+ "Nothin\u2019",
+ "Nov",
+ "Nov.",
+ "November",
+ "Novestas",
+ "Now",
+ "Nudie",
+ "Nudies",
+ "Nuit",
+ "Nuthin",
+ "Nuthin'",
+ "Nuthin\u2019",
+ "O",
+ "O'Malley",
+ "O'clock",
+ "O.O",
+ "O.o",
+ "OCBD",
+ "OCBDs",
+ "ODY",
+ "OF",
+ "OFT",
+ "OK",
+ "OMG",
+ "OP",
+ "OR",
+ "OTR",
+ "OTS",
+ "OVE",
+ "O_O",
+ "O_o",
+ "Oak",
+ "Oakley",
+ "Obviously",
+ "Oct",
+ "Oct.",
+ "October",
+ "Odell",
+ "Of",
+ "Ofcourse",
+ "Office",
+ "Often",
+ "Oh",
+ "Ohhh",
+ "Ok",
+ "Okay",
+ "Okla",
+ "Okla.",
+ "Oklahoma",
+ "Ol",
+ "Ol'",
+ "Old",
+ "Oliver",
+ "Ol\u2019",
+ "Omens",
+ "On",
+ "Once",
+ "One",
+ "Online",
+ "Only",
+ "Ooh",
+ "Oooh",
+ "Oooo",
+ "Ooor",
+ "Or",
+ "Orange",
+ "Order",
+ "Ordering",
+ "Ore",
+ "Ore.",
+ "Oregon",
+ "Orient",
+ "Orphaned",
+ "Orwell",
+ "Oster",
+ "Other",
+ "Others",
+ "Otherwise",
+ "Ought",
+ "Ourther",
+ "Out",
+ "Outfits",
+ "Outfitters",
+ "Outliers",
+ "Over",
+ "Overall",
+ "Overtone",
+ "Owens",
+ "Owners",
+ "Oxford",
+ "Oxfords",
+ "Oxyclean",
+ "O\u2019clock",
+ "P",
+ "P.S.",
+ "P.s",
+ "PAS",
+ "PD",
+ "PINK",
+ "PLENTY",
+ "PLZ",
+ "PM",
+ "PNW",
+ "PP",
+ "PR",
+ "PREACH",
+ "PS",
+ "Pa",
+ "Pa.",
+ "Pacsun",
+ "Pact",
+ "Paige",
+ "Painted",
+ "Pair",
+ "Paisley",
+ "Pal",
+ "Pant",
+ "Pants",
+ "Paper",
+ "Par",
+ "Paris",
+ "Park",
+ "Party",
+ "Pass",
+ "Patabronia",
+ "Patagonia",
+ "Patterned",
+ "Patterns",
+ "Paul",
+ "PayPal",
+ "Payback",
+ "Peaks",
+ "Penney",
+ "Pennsylvania",
+ "People",
+ "Percent",
+ "Perfect",
+ "Personal",
+ "Personally",
+ "Perth",
+ "Peter",
+ "Ph",
+ "Ph.D.",
+ "Pharell",
+ "Phase",
+ "Philo",
+ "Phoebe",
+ "Photograph",
+ "Pick",
+ "Picture",
+ "Pina",
+ "Pinstripe",
+ "Pinterest",
+ "Pizza",
+ "Placerville",
+ "Places",
+ "Plain",
+ "Plato",
+ "Please",
+ "Plot",
+ "Plus",
+ "Pockets",
+ "Politicians",
+ "Polo",
+ "Polos",
+ "Pomade",
+ "Popover",
+ "Porsche",
+ "Portland",
+ "Poshmark",
+ "Possibly",
+ "Post",
+ "Potter",
+ "Prada",
+ "Pray",
+ "Premium",
+ "Press",
+ "Presumably",
+ "Prettiest",
+ "Pretty",
+ "Prices",
+ "Princess",
+ "Probably",
+ "Prof",
+ "Prof.",
+ "Professional",
+ "Projects",
+ "Proper",
+ "Props",
+ "Pulled",
+ "Purseforum",
+ "Pursuit",
+ "Q",
+ "QC",
+ "QLO",
+ "QUA",
+ "Quality",
+ "Quest",
+ "Questions",
+ "R",
+ "R.",
+ "RAICES",
+ "RAP",
+ "REALLY",
+ "RIP",
+ "RLY",
+ "ROOT",
+ "RSQ",
+ "RVCA",
+ "RXD",
+ "Rack",
+ "Rag",
+ "Rakuten",
+ "Rapid",
+ "Raps",
+ "Rather",
+ "Raw",
+ "Ray",
+ "Rayban",
+ "Real",
+ "Really",
+ "Receipt",
+ "Recently",
+ "Recipe",
+ "Recognize",
+ "Red",
+ "Reddit",
+ "Redditor",
+ "Redemption",
+ "Redoing",
+ "Reebok",
+ "Reformation",
+ "Regarding",
+ "Regardless",
+ "Regency",
+ "Regent",
+ "Regular",
+ "Reiss",
+ "Remind",
+ "Reminds",
+ "Rep",
+ "Rep.",
+ "Replacing",
+ "Replied",
+ "Reproduction",
+ "Republic",
+ "Request",
+ "Retro",
+ "Return",
+ "Rev",
+ "Rev.",
+ "Reviews",
+ "Revolve",
+ "Reward",
+ "Rhodes",
+ "Ribbons",
+ "Rick",
+ "Rider",
+ "Ridley",
+ "Right",
+ "Rihanna",
+ "Rinaldi",
+ "Ring",
+ "Rise",
+ "Road",
+ "Roberto",
+ "Rock",
+ "Rolex",
+ "Rome",
+ "Ronaldo",
+ "Roomy",
+ "Roshe",
+ "Ross",
+ "Rotweiler",
+ "Roxanne",
+ "Roy",
+ "Royale",
+ "Rubinacci",
+ "Runs",
+ "Russell",
+ "Russians",
+ "Rutshire",
+ "R\u00e9alisation",
+ "S",
+ "S.C.",
+ "SA",
+ "SE",
+ "SEA",
+ "SFW",
+ "SHAMBLES",
+ "SKU",
+ "SLP",
+ "SMO",
+ "SMU",
+ "SO",
+ "SOMEBODY",
+ "SOS",
+ "SPENT",
+ "SQ",
+ "SQs",
+ "STRONGLY",
+ "SUE",
+ "SWr",
+ "Saddleback",
+ "Safaris",
+ "Saint",
+ "Saints",
+ "Salicylic",
+ "Salt",
+ "Same",
+ "Samurai",
+ "San",
+ "Sanctus",
+ "Sanforized",
+ "Sanuk",
+ "Saturday",
+ "Save",
+ "Saves",
+ "Saxx",
+ "Say",
+ "Scarfe",
+ "Scholls",
+ "Schott",
+ "Scored",
+ "Scott",
+ "Screw",
+ "Search",
+ "Sears",
+ "Season",
+ "Seattle",
+ "Second",
+ "Seconding",
+ "Secondly",
+ "See",
+ "Seeking",
+ "Seems",
+ "Seiko",
+ "Selena",
+ "Self",
+ "Selvedge",
+ "Sen",
+ "Sen.",
+ "Seneca",
+ "Sense",
+ "Sep",
+ "Sep.",
+ "Sephora",
+ "Sept",
+ "Sept.",
+ "September",
+ "Series",
+ "Set",
+ "Several",
+ "Sezane",
+ "Sha",
+ "Shades",
+ "Shawshank",
+ "She",
+ "She's",
+ "Sheen",
+ "Shepherd",
+ "Sherpani",
+ "She\u2019s",
+ "ShipItTo",
+ "Shirt",
+ "Shirts",
+ "Shit",
+ "Shitty",
+ "Shoebacca.com",
+ "Shoepassion",
+ "Shoes",
+ "Shoot",
+ "Shoudnt",
+ "Should",
+ "Shrink",
+ "Shrunk",
+ "Silicon",
+ "Simon",
+ "Simple",
+ "Since",
+ "Sith",
+ "Size",
+ "Sizing",
+ "SkincareAddiction",
+ "Skinny",
+ "Slacks",
+ "Slate",
+ "Sleek",
+ "Sleeve",
+ "Slightly",
+ "Slim",
+ "Slimmer",
+ "Slouchy",
+ "Slovakian",
+ "Slow",
+ "Slubby",
+ "Small",
+ "Smart",
+ "Smith",
+ "Smiths",
+ "Snap",
+ "Sneak",
+ "Sneakers",
+ "Snoopy",
+ "So",
+ "Sobakov",
+ "Socks",
+ "Soho",
+ "Solid",
+ "Some",
+ "Someone",
+ "Somethin",
+ "Somethin'",
+ "Something",
+ "Somethin\u2019",
+ "Sometimes",
+ "Somewhat",
+ "Son",
+ "Soon",
+ "Sorry",
+ "Sort",
+ "Sorted",
+ "Souls",
+ "Sounds",
+ "South",
+ "South Carolina",
+ "Spade",
+ "Spalwart",
+ "Spalwarts",
+ "Speaking",
+ "Special",
+ "Spend",
+ "Spier",
+ "Split",
+ "Spoilers",
+ "Spot",
+ "Spreva",
+ "Spring",
+ "Squalor",
+ "Ssense",
+ "St",
+ "St.",
+ "Stan",
+ "Standing",
+ "Stanley",
+ "Star",
+ "Start",
+ "Starting",
+ "State",
+ "Stay",
+ "Steadman",
+ "Stella",
+ "Stephen",
+ "Stetson",
+ "Steve",
+ "Stick",
+ "Still",
+ "Stitch",
+ "Stock",
+ "Stolen",
+ "Stop",
+ "Store",
+ "Stories",
+ "Street",
+ "Strength",
+ "Strong",
+ "Studio",
+ "Stupid",
+ "Style",
+ "StyleForum.net",
+ "Styles",
+ "Subdued",
+ "Subtle",
+ "Suffolk",
+ "Sugarcane",
+ "Sugarhigh",
+ "Suggest",
+ "Suggestions",
+ "Suit",
+ "SuitSupply",
+ "Suitsupply",
+ "Summer",
+ "Sunday",
+ "Super",
+ "Superdrug",
+ "Superga",
+ "Supergas",
+ "Supply",
+ "Sure",
+ "Surely",
+ "Sutton",
+ "Svensson",
+ "Swiss",
+ "Sz41wide",
+ "Sz42",
+ "Sz8",
+ "T",
+ "TALL",
+ "TBH",
+ "THAT",
+ "THE",
+ "THIS",
+ "TIA",
+ "TLDR",
+ "TM",
+ "TMI",
+ "TNF",
+ "TO",
+ "TON",
+ "TOO",
+ "TOUGH",
+ "TRF",
+ "TSG",
+ "TTS",
+ "TUMI",
+ "TV",
+ "TW",
+ "TWRL",
+ "Tabis",
+ "Tailor",
+ "Tailoring",
+ "Take",
+ "Taking",
+ "Talk",
+ "Tall",
+ "Tan",
+ "Tapering",
+ "Target",
+ "Tavas",
+ "Taylor",
+ "Tbh",
+ "Teal",
+ "Tecovas",
+ "Ted",
+ "Tee",
+ "Tell",
+ "Telluride",
+ "Tenn",
+ "Tenn.",
+ "Tennessee",
+ "Tex",
+ "Texas",
+ "Thai",
+ "Thailand",
+ "Thank",
+ "Thankfully",
+ "Thanks",
+ "That",
+ "That's",
+ "That\u2019s",
+ "The",
+ "Their",
+ "Then",
+ "There",
+ "There's",
+ "There\u2019s",
+ "These",
+ "They",
+ "Thick",
+ "Things",
+ "Think",
+ "Thinking",
+ "This",
+ "This's",
+ "This\u2019s",
+ "Thom",
+ "Those",
+ "Though",
+ "Thoughts",
+ "Three",
+ "Threshold",
+ "Thrift",
+ "Thriftstores",
+ "Through",
+ "Throw",
+ "Thursday",
+ "Thus",
+ "Thyme",
+ "Tie",
+ "Ties",
+ "TimBuk2",
+ "Timberland",
+ "Timbuk2",
+ "Time",
+ "Timex",
+ "Tired",
+ "Tissot",
+ "Tj",
+ "Tl;dr",
+ "To",
+ "Today",
+ "Tokyo",
+ "Tolkien",
+ "Tom",
+ "Tone",
+ "Too",
+ "Top",
+ "Topic",
+ "Topman",
+ "Toronto",
+ "Totally",
+ "Tote",
+ "Totes",
+ "Town",
+ "Trader",
+ "Transdimensional",
+ "Travel",
+ "Tretorns",
+ "Tribeca",
+ "Tried",
+ "Trinity",
+ "Triple",
+ "Tristan",
+ "Trunbull",
+ "Truth",
+ "Try",
+ "Trying",
+ "Tudors",
+ "Tuesday",
+ "Tumi",
+ "Tung",
+ "Turns",
+ "Tux",
+ "Tuxes",
+ "Tweed",
+ "Twill",
+ "Twillory",
+ "Two",
+ "Tyedyes",
+ "Type",
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+ "phone",
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+ "qocTCM2.jpg[/img",
+ "qocTCM2.jpg\\[/img\\]](https://i.imgur.com",
+ "qoctcm2.jpg[/img",
+ "qoctcm2.jpg\\[/img\\]](https://i.imgur.com",
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+ "regarded",
+ "regarding",
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+ "regards",
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+ "regent",
+ "region",
+ "regret",
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+ "regulatory",
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+ "yanko",
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+ "yards",
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+ "ybe",
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+ "yde",
+ "yea",
+ "yeah",
+ "year",
+ "yearn",
+ "years",
+ "yed",
+ "yee",
+ "yeehaw",
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+ "yesterday",
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+ "yoox",
+ "york",
+ "you",
+ "young",
+ "younger",
+ "your",
+ "yours",
+ "yourself",
+ "yourselves",
+ "youths",
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+ "youtuber",
+ "youtubers",
+ "ype",
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+ "yup",
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+ "zan7rhq.jpg[/img",
+ "zan7rhq.jpg\\[/img\\]](https://i.imgur.com",
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+ "zon",
+ "zone",
+ "zoomers",
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+ "zza",
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+ "~$130",
+ "~$15",
+ "~$200",
+ "~$68",
+ "~$dd",
+ "~$ddd",
+ "~lewk~",
+ "~xxxx~",
+ "~~walmart~~",
+ "~~xxxx~~",
+ "\u00a0",
+ "\u00a3",
+ "\u00ac",
+ "\u00ac_\u00ac",
+ "\u00af",
+ "\u00af\\(x)/\u00af",
+ "\u00af\\(\u30c4)/\u00af",
+ "\u00af\\\\_(x)_/\u00af",
+ "\u00af\\\\_(\u30c4)_/\u00af",
+ "\u00af\\_(x)_/\u00af",
+ "\u00af\\_(\u30c4)_/\u00af",
+ "\u00b0",
+ "\u00b0C.",
+ "\u00b0F.",
+ "\u00b0K.",
+ "\u00b0X.",
+ "\u00b0c.",
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+ "\u00b0k.",
+ "\u00b0x.",
+ "\u00e0",
+ "\u00e4",
+ "\u00e4.",
+ "\u00f6",
+ "\u00f6.",
+ "\u00fc",
+ "\u00fc.",
+ "\u0ca0",
+ "\u0ca0_\u0ca0",
+ "\u0ca0\ufe35\u0ca0",
+ "\u200b",
+ "\u200d",
+ "\u2013",
+ "\u2014",
+ "\u2018",
+ "\u2018S",
+ "\u2018X",
+ "\u2018s",
+ "\u2018ve",
+ "\u2018x",
+ "\u2019",
+ "\u2019-(",
+ "\u2019-)",
+ "\u2019Cause",
+ "\u2019Cos",
+ "\u2019Coz",
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+ "\u2019S",
+ "\u2019X",
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+ "\u2019Xxxxx",
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+ "\u2019bout",
+ "\u2019cause",
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+ "\u2019em",
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+ "\u2019re",
+ "\u2019s",
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+ "\u2019x",
+ "\u2019xx",
+ "\u2019xxx",
+ "\u2019xxxx",
+ "\u2019y",
+ "\u2019\u2019",
+ "\u201c",
+ "\u201d",
+ "\u2026",
+ "\u20ac",
+ "\u2501",
+ "\u253b",
+ "\u253b\u2501\u253b",
+ "\u256f",
+ "\u25a1",
+ "\u2640",
+ "\u2764",
+ "\ufe0f",
+ "\ufe35",
+ "\uff09",
+ "\ud83c\udde6",
+ "\ud83c\udde8",
+ "\ud83c\udf1e",
+ "\ud83c\udffb",
+ "\ud83c\udffb\u200d",
+ "\ud83d\udc4d",
+ "\ud83d\ude01",
+ "\ud83d\ude02",
+ "\ud83d\ude04",
+ "\ud83d\ude05",
+ "\ud83d\ude09",
+ "\ud83d\ude0d",
+ "\ud83d\ude14",
+ "\ud83d\ude29",
+ "\ud83d\ude2c",
+ "\ud83d\ude2d",
+ "\ud83d\ude31",
+ "\ud83e\udd1e",
+ "\ud83e\udd23",
+ "\ud83e\udd24",
+ "\ud83e\udd26",
+ "\ud83e\udd37"
+]
\ No newline at end of file
diff --git a/vocab/vectors b/vocab/vectors
new file mode 100644
index 0000000000000000000000000000000000000000..ebadaa58b83a76a8ce0dbf1b5a75d8fb4aa559ad
Binary files /dev/null and b/vocab/vectors differ
diff --git a/vocab/vectors.cfg b/vocab/vectors.cfg
new file mode 100644
index 0000000000000000000000000000000000000000..32c800af499252db8a717fd27e02d8829f815368
--- /dev/null
+++ b/vocab/vectors.cfg
@@ -0,0 +1,3 @@
+{
+ "mode":"default"
+}
\ No newline at end of file