fastrtext v0.3.3
0
Monthly downloads
'fastText' Wrapper for Text Classification and Word Representation
Learning text representations and text classifiers may rely
on the same simple and efficient approach. 'fastText' is an open-source, free,
lightweight library that allows users to perform both tasks.
It transforms text into continuous vectors that can later
be used on many language related task.
It works on standard, generic hardware (no 'GPU' required).
It also includes model size reduction feature.
'fastText' original source code is available
at <https://github.com/facebookresearch/fastText>.
Functions in fastrtext
| Name | Description | |
| print_help | Print help | |
| get_hamming_loss | Hamming loss | |
| train_sentences | Sentence corpus - train part | |
| get_word_ids | Retrieve word IDs | |
| get_word_vectors | Get word embeddings | |
| get_labels | Get list of labels (supervised model) | |
| load_model | Load an existing fastText trained model | |
| test_sentences | Sentence corpus - test part | |
| stop_words_sentences | Stop words list | |
| build_vectors | Build fasttext vectors | |
| get_nn | Get nearest neighbour vectors | |
| get_parameters | Export hyper parameters | |
| fastrtext | fastrtext: 'fastText' Wrapper for Text Classification and Word Representation | |
| get_dictionary | Get list of known words | |
| execute | Execute command on fastText model (including training) | |
| get_sentence_representation | Get sentence embedding | |
| get_tokenized_text | Tokenize text | |
| Rcpp_fastrtext-class | Rcpp_fastrtext class | |
| add_prefix | Add a prefix to each word | |
| predict.Rcpp_fastrtext | Get predictions (for supervised model) | |
| add_tags | Add tags to documents | |
| get_word_distance | Distance between two words | |
| build_supervised | Build a supervised fasttext model | |
| No Results! | ||
Vignettes of fastrtext
| Name | ||
| list_commands.Rmd | ||
| supervised_learning.Rmd | ||
| unsupervised_learning.Rmd | ||
| No Results! | ||
Last month downloads
Details
| Type | Package |
| Date | 2019-05-30 |
| URL | https://github.com/pommedeterresautee/fastrtext, https://pommedeterresautee.github.io/fastrtext/ |
| BugReports | https://github.com/pommedeterresautee/fastrtext/issues |
| License | MIT + file LICENSE |
| LinkingTo | Rcpp |
| LazyData | true |
| VignetteBuilder | knitr |
| RoxygenNote | 6.1.1 |
| Encoding | UTF-8 |
| NeedsCompilation | yes |
| Packaged | 2019-05-30 07:12:57 UTC; geantvert |
| Repository | CRAN |
| Date/Publication | 2019-05-30 07:50:03 UTC |
| imports | assertthat , methods , Rcpp (>= 0.12.12) |
| suggests | knitr , testthat |
| depends | R (>= 3.3) |
| Contributors | Facebook, Inc |
Include our badge in your README
[](http://www.rdocumentation.org/packages/fastrtext)