3 ms·
Not sure if this is directly useful, but specifically for neural networks applied to NLP-ish tasks in PyTorch (Python machine learning framework): https://githu
by sprobertson 10y ago
Not sure if this is directly useful, but specifically for neural networks applied to NLP-ish tasks in PyTorch (Python machine learning framework): https://github.com/spro/practical-pytorch https://github.com/spro/practical-pytorch
- sprobertson 10y agoHere are some NLP classes: * Oxford Deep NLP Lectures https://github.com/oxford-cs-deepnlp-2017/lectures https://github.com/oxford-cs-deepnlp-2017/lectures * Stanford Natural Language Processing with Deep Learning http://web.stanford.edu/class/cs224n/syllabus.html http://web.stanford.edu/class/cs224n/syllabus.html * Georgia Tech Natural Language Understanding https://github.com/jacobeisenstein/gt-nlp-class https://github.com/jacobeisenstein/gt-nlp-class * Georgia Tech Deep Learning For NLP in PyTorch https://github.com/rguthrie3/DeepLearningForNLPInPytorch https://github.com/rguthrie3/DeepLearningForNLPInPytorch And some books: * Natural Language Processing with Python https://www.amazon.com/Natural-Language-Processing-Python-Analyzing/dp/0596516495 https://www.amazon.com/Natural-Language-Processing-Python-An... * Foundations of Statistical Natural Language Processing https://www.amazon.com/Foundations-Statistical-Natural-Language-Processing/dp/0262133601 https://www.amazon.com/Foundations-Statistical-Natural-Langu...