Thematos

Feature

* **TopicModel:** Add topic top words saving functionality ([`463c12f`](https://github.com/entelecheia/thematos/commit/463c12fd36f51802b551a92d7955fb3b17bcd164))

Fix

* **corpus:** Improve logging and data access ([`3bf526c`](https://github.com/entelecheia/thematos/commit/3bf526c63e2e3882248d909462f4d0e0fa73e479))
* **thematos/models:** Add functionality to extend topic_words_freq_tuple to topic_top_words_dists ([`f2e84e2`](https://github.com/entelecheia/thematos/commit/f2e84e29135e5faa8c80377b271401d4dad8e085))

Feature

* **datasets/corpus:** Add Stopwords class and integrate with tokenizer ([`2d6de3b`](https://github.com/entelecheia/thematos/commit/2d6de3bface8f8f41050f575b6ea17465b92818f))
* **thematos:** Add stopwords initialization in topic_corpus configuration ([`714dc89`](https://github.com/entelecheia/thematos/commit/714dc89a5777241449509f83f1e8a96db3ecdd4d))

Fix

* **thematos/models:** Add verbose logging for word prior setting in TopicModel ([`7ab1029`](https://github.com/entelecheia/thematos/commit/7ab10293085a4947392563c8910598fc93ff0c37))

Feature

* **thematos/models:** Add TrainSummaryConfig in config.py ([`bfe7517`](https://github.com/entelecheia/thematos/commit/bfe75176dc94ba6b0f5e586dda95f940df47ff96))
* **thematos/models:** Add TrainSummaryConfig in imports and TopicModel, modify the method of calling model.summary, assign default titles if not set in wc_args ([`ef40b3f`](https://github.com/entelecheia/thematos/commit/ef40b3f6ebda13ecc80e2d786c5e0c1ffcea4689))
* **thematos/models:** Include TrainSummaryConfig in imports and __all__ list. ([`111ea9f`](https://github.com/entelecheia/thematos/commit/111ea9f1527d7a1dfbd4f2b55a09eb73dee1f57d))
* **thematos/conf/model:** Add new file for topic train configuration ([`2e19572`](https://github.com/entelecheia/thematos/commit/2e195726ab41ae52c2d55f0327e2d8fbb2a4b100))
* **thematos:** Add topic_train to topic model configuration ([`c819175`](https://github.com/entelecheia/thematos/commit/c819175500a145fb4c713413e6c079d4b4853e25))
* **thematos/model:** Add topic_train to lda.yaml training args ([`291791c`](https://github.com/entelecheia/thematos/commit/291791cb351cdbbc601e553ef2b51cba5a9fca65))

Fix

* **thematos:** Add directory creation for train summary file ([`acbce7d`](https://github.com/entelecheia/thematos/commit/acbce7d29985d3e627b05c9b7277dc629d41a082))
* **thematos:** Reset model in train method ([`aaea9bb`](https://github.com/entelecheia/thematos/commit/aaea9bbc58b6aa0c5f995e166db0c9f97bf58d37))
* **thematos/models:** Add save_train_summary method ([`fd57a66`](https://github.com/entelecheia/thematos/commit/fd57a66984a830a0cf0b476bc6144aa427bfc7d3))
* **thematos:** Replace 'k' with 'num_topics' in TopicModel class ([`8a14d3c`](https://github.com/entelecheia/thematos/commit/8a14d3c89ee38c61bf1e6df5471278221a45975f))
* **thematos/datasets:** Add document processing logging in 'corpus' ([`5226cd6`](https://github.com/entelecheia/thematos/commit/5226cd657f9281d5f95ccbd8fb9dda0a3305c31b))
* **lda:** Add num_workers to training log message ([`d39d2d8`](https://github.com/entelecheia/thematos/commit/d39d2d87af852199a0eb4f5d85469f26d35a5f78))
* **dependencies:** Upgrade lexikanon to 0.6.0 ([`2983fed`](https://github.com/entelecheia/thematos/commit/2983feda4028fdc07f561a85e19bada1d30a2705))

Feature

* **thematos/datasets:** Add delimiter field in NgramConfig ([`6c0ff28`](https://github.com/entelecheia/thematos/commit/6c0ff28996e44925fd22159f33a2104c2d0c323c))
* **thematos/datasets:** Add ngram config and logging in corpus.py ([`c2ec34b`](https://github.com/entelecheia/thematos/commit/c2ec34bb989f6ba9533622a15723f445fe817eaf))
* **datasets:** Add NgramConfig to __all__ ([`787cdbc`](https://github.com/entelecheia/thematos/commit/787cdbc2cb06d6f4b017c87ba7e1e9266f4847b3))
* **thematos:** Add new configuration for ngrams ([`96708f3`](https://github.com/entelecheia/thematos/commit/96708f354d30a5c1014a22d13542d14ff5ef982c))
* **thematos/conf/dataset:** Add ngrams and timestamp_col fields to topic_corpus.yaml ([`828adbd`](https://github.com/entelecheia/thematos/commit/828adbd99529a21393035f3f365fc1561da13df0))

Feature

* **thematos/models:** Add wordclouds generation method ([`4e866cc`](https://github.com/entelecheia/thematos/commit/4e866ccccbf64d34f60ab079663838e8b036b19c))
* **corpus:** Add function to concatenate n-grams ([`a78edc6`](https://github.com/entelecheia/thematos/commit/a78edc6d6ccf418287ad46322bb0665480f564a9))
* **thematos/datasets:** Add NgramConfig class in ngrams.py ([`10a2e2e`](https://github.com/entelecheia/thematos/commit/10a2e2e6dc199a05809196f9045784192c9306fb))
* **thematos-models:** Add image collage feature for word clouds in TopicModel ([`6953b9f`](https://github.com/entelecheia/thematos/commit/6953b9f03d8cf58eab50e19bd55000f274b811ff))
* **thematos/models/config:** Add new config variables for WordcloudConfig class ([`d88d76e`](https://github.com/entelecheia/thematos/commit/d88d76e322a15ff133cc5cca03a4252624739165))
* **thematos:** Add make_collage and related configs ([`231cebb`](https://github.com/entelecheia/thematos/commit/231cebb61b56c0d871bdb601e49c41f174f4e32b))

Feature

* **thematos/models:** Add WordcloudConfig ([`9919ce9`](https://github.com/entelecheia/thematos/commit/9919ce972e6bfdd2794edef8f6c1795fba927541))
* **thematos/models:** Add WordcloudConfig and generate_wordclouds method ([`118e7e6`](https://github.com/entelecheia/thematos/commit/118e7e6f5f191e4e34cada1e2b903d27744b4549))
* **thematos/models:** Add WordcloudConfig class in config.py ([`198053c`](https://github.com/entelecheia/thematos/commit/198053cb8aee11a60f32539875880941a0e7e54a))
* **thematos/plots:** Add WordCloud module ([`ff24048`](https://github.com/entelecheia/thematos/commit/ff24048040af0089cb03e68574c1276b27e8cc33))
* **tests:** Add wordcloud notebook in tests/notebook ([`b213e41`](https://github.com/entelecheia/thematos/commit/b213e41666b10b197fcb0e0997733afca182de3e))
* **thematos/plots:** Add WordCloud class ([`ecc71e3`](https://github.com/entelecheia/thematos/commit/ecc71e3658c7d017d7c2a0916af3c1e954935616))
* **dependencies:** Add wordcloud version 1.9.2 ([`2c21075`](https://github.com/entelecheia/thematos/commit/2c21075014e5ab98d2574e7f3b6f5b6eee125dad))
* **thematos:** Add defaults for wordcloud in config ([`47ee61f`](https://github.com/entelecheia/thematos/commit/47ee61f36cdfdcd486549ee964c30111404daf34))
* **thematos:** Add wordcloud to topic model configuration ([`66600e2`](https://github.com/entelecheia/thematos/commit/66600e2768c319e05fa597411c3f50dc6be6e9a6))
* **thematos/conf/model:** Add wordcloud to lda model configuration ([`8edb40a`](https://github.com/entelecheia/thematos/commit/8edb40a533514057d39340c3dfce0714055c9183))
* **thematos:** Add wordcloud configuration model ([`b59dade`](https://github.com/entelecheia/thematos/commit/b59dade629bb4771cfd3a1e5562e56a52cc05e47))
* **thematos:** Add wordcloud configuration ([`ca5944e`](https://github.com/entelecheia/thematos/commit/ca5944ec4b20039522772d6d397561c5aab4cbf1))

Fix

* **thematos/models:** Add loading of topic term distributions ([`50c8bb5`](https://github.com/entelecheia/thematos/commit/50c8bb526f7c9aa5cc5eb2812e92d3a33d13fe28))