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it:machine_learning [2019/07/05 12:01]
pmay [Links]
it:machine_learning [2019/07/17 10:38] (current)
pmay [NLP]
Line 13: Line 13:
     * Pillow: https://​github.com/​python-pillow/​Pillow     * Pillow: https://​github.com/​python-pillow/​Pillow
   * [[scikit-image]]   * [[scikit-image]]
 +
 +===== NLP =====
 +  * Book - Natural Language Processing with PyTorch: https://​www.amazon.com/​dp/​1491978236/​ref=cm_sw_em_r_mt_dp_U_0dElDb8YAPRKD
 +  * A library of state-of-the-art pre-trained models for Natural Language Processing (NLP): https://​github.com/​huggingface/​pytorch-transformers
 +  * Transfer Learning in NLP: https://​docs.google.com/​presentation/​d/​1fIhGikFPnb7G5kr58OvYC3GN4io7MznnM0aAgadvJfc/​edit#​slide=id.g5888218f39_177_4
 +  * Googletrans:​ https://​github.com/​ssut/​py-googletrans
 +  * BERT
 +    * Using BERT to extract fixed feature vectors (like ELMo): https://​github.com/​google-research/​bert#​using-bert-to-extract-fixed-feature-vectors-like-elmo
 +    * Open Sourcing German BERT: https://​deepset.ai/​german-bert
 +    * New Methods of ML: BERT: https://​docs.google.com/​presentation/​d/​1xfEYEEwMpVMUFYPXPL9T6gDycflyR_qhgMNwNZN7mrE/​edit#​slide=id.g460e2d4fa0_1_0
 ===== Natural Language Processing (NLP) ===== ===== Natural Language Processing (NLP) =====
   * [[Training of German Word Embedding for NLP]]   * [[Training of German Word Embedding for NLP]]
it/machine_learning.1562320896.txt.gz · Last modified: 2019/07/05 12:01 by pmay