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| author | schneefux <schneefux+commit@schneefux.xyz> | 2018-04-04 20:08:59 +0200 |
|---|---|---|
| committer | schneefux <schneefux+commit@schneefux.xyz> | 2018-04-04 20:08:59 +0200 |
| commit | e923843eae4055a07e9d162ba54725a1078b65f3 (patch) | |
| tree | a9336ebc48304cb07ee700a2027f374e437ada28 | |
| parent | cc6f125b8c4437af5588bb679ca2af18e6248a99 (diff) | |
| download | ragequitte-e923843eae4055a07e9d162ba54725a1078b65f3.tar.gz ragequitte-e923843eae4055a07e9d162ba54725a1078b65f3.zip | |
| -rw-r--r-- | README.md | 25 |
1 files changed, 25 insertions, 0 deletions
@@ -10,3 +10,28 @@ Tech to evaluate: * https://spacy.io/ * other * https://prodi.gy/ + +SETUP +--- + + * Create a virtual Python environment `virtualenv venv -p python3` + * Enter it `source venv/bin/activate` + * Install dependencies `pip install -r requirements.txt` + * Set up a Redis server + * Copy and modify `config_example.py` + +USAGE +--- + + * Enter the virtual environment + * Start the Discord log collector (optional): `PYTHONPATH="." python grabbers/discord_to_redis.py` + * Train a word2vec model: `PYTHONPATH="." python processors/redis_to_word2vec.py` + * Try the model, run an interactive Python shell with `python`: + * `>>> import gensim` + * `>>> import config` + * `>>> model = gensim.models.Word2Vec.load(config.model)` + * `>>> model.wv.most_similar_cosmul("what", topn=4)` + * `[('where', 0.8449756503105164), ('how', 0.8136355876922607), ('whatever', 0.8117746114730835), ('why', 0.8039281368255615)]` + * `>>> model.wv.similarity("league", "dota")` + * `0.6141897432617985` + * more examples here: https://radimrehurek.com/gensim/models/keyedvectors.html |