Machine learning toolkit for natural language processing. Written for Lisbon Machine Learning Summer School (lxmls.it.pt). The school covers
- Scientific Python and Mathematical background
- Linear Classifiers
- Sequence Models
- Structured Prediction
- Syntax and Parsing
- Feed-forward models in deep learning
- Sequence models in deep learning
Installation of Modules and Tools
- Read instructions in the Day 0 chapter of the LXMLS guide.
Laboratory Solutions
lxmls-toolkit-2017/lxmls/laboratories/