fixed imports + readme.md
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readme.md
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@ -11,30 +11,18 @@ positional arguments:
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optional arguments:
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-h, --help show this help message and exit
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-o CSV_DIR, --output CSV_DIR
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Result file (default ../csv_logs/gfun/gfun_results.csv)
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-x, --post_embedder deploy posterior probabilities embedder to compute
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document embeddings
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-w, --wce_embedder deploy (supervised) Word-Class embedder to the compute
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document embeddings
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-m, --muse_embedder deploy (pretrained) MUSE embedder to compute document
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embeddings
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-b, --bert_embedder deploy multilingual Bert to compute document
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embeddings
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-o, --output Result file (default ../csv_logs/gfun/gfun_results.csv)
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-x, --post_embedder deploy posterior probabilities embedder to compute document embeddings
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-w, --wce_embedder deploy (supervised) Word-Class embedder to the compute document embeddings
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-m, --muse_embedder deploy (pretrained) MUSE embedder to compute document embeddings
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-b, --bert_embedder deploy multilingual Bert to compute document embeddings
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-g, --gru_embedder deploy a GRU in order to compute document embeddings
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-c, --c_optimize Optimize SVMs C hyperparameter
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-n NEPOCHS, --nepochs NEPOCHS
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Number of max epochs to train Recurrent embedder
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(i.e., -g)
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-j N_JOBS, --n_jobs N_JOBS
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Number of parallel jobs (default is -1, all)
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--muse_dir MUSE_DIR Path to the MUSE polylingual word embeddings (default
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../embeddings)
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--gru_wce Deploy WCE embedding as embedding layer of the GRU
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View Generator
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--gru_dir GRU_DIR Set the path to a pretrained GRU model (i.e., -g view
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generator)
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--bert_dir BERT_DIR Set the path to a pretrained mBERT model (i.e., -b
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view generator)
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-n, --nepochs Number of max epochs to train Recurrent embedder (i.e., -g)
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-j, --n_jobs Number of parallel jobs (default is -1, all)
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--muse_dir MUSE_DIR Path to the MUSE polylingual word embeddings (default ../embeddings)
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--gru_wce Deploy WCE embedding as embedding layer of the GRU View Generator
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--gru_dir GRU_DIR Set the path to a pretrained GRU model (i.e., -g view generator)
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--bert_dir BERT_DIR Set the path to a pretrained mBERT model (i.e., -b view generator)
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--gpus GPUS specifies how many GPUs to use per node
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```
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