hezar.embeddings package¶
Submodules¶
- hezar.embeddings.embedding module
EmbeddingEmbedding.build()Embedding.config_filenameEmbedding.doesnt_match()Embedding.filenameEmbedding.from_file()Embedding.get_normed_vectors()Embedding.index2word()Embedding.load()Embedding.most_similar()Embedding.push_to_hub()Embedding.required_backendsEmbedding.save()Embedding.similarity()Embedding.subfolderEmbedding.torch_embedding()Embedding.train()Embedding.vectorsEmbedding.vectors_filenameEmbedding.vocabEmbedding.word2index()Embedding.word_vectors
- hezar.embeddings.fasttext module
FastTextFastTextConfigFastTextConfig.nameFastTextConfig.dataset_pathFastTextConfig.vector_sizeFastTextConfig.windowFastTextConfig.alphaFastTextConfig.min_countFastTextConfig.seedFastTextConfig.workersFastTextConfig.min_alphaFastTextConfig.train_algorithmFastTextConfig.cbow_meanFastTextConfig.epochsFastTextConfig.alphaFastTextConfig.cbow_meanFastTextConfig.dataset_pathFastTextConfig.epochsFastTextConfig.min_alphaFastTextConfig.min_countFastTextConfig.nameFastTextConfig.seedFastTextConfig.train_algorithmFastTextConfig.vector_sizeFastTextConfig.windowFastTextConfig.workers
- hezar.embeddings.word2vec module
Word2VecWord2VecConfigWord2VecConfig.nameWord2VecConfig.dataset_pathWord2VecConfig.vector_sizeWord2VecConfig.windowWord2VecConfig.alphaWord2VecConfig.min_countWord2VecConfig.seedWord2VecConfig.workersWord2VecConfig.min_alphaWord2VecConfig.cbow_meanWord2VecConfig.epochsWord2VecConfig.train_algorithmWord2VecConfig.save_formatWord2VecConfig.alphaWord2VecConfig.cbow_meanWord2VecConfig.dataset_pathWord2VecConfig.epochsWord2VecConfig.min_alphaWord2VecConfig.min_countWord2VecConfig.nameWord2VecConfig.save_formatWord2VecConfig.seedWord2VecConfig.train_algorithmWord2VecConfig.vector_sizeWord2VecConfig.windowWord2VecConfig.workers