Resources
Teaching Resources for Machine Learning
Machine Learning
General
Python
JavaScript
Online Books/Papers
Natural Language Processing
Java
- ClearTK – combines statistical approaches (e.g. OpenNLP, Mallet) with UIMA
- Gate – Rule Engine + a ton of wrappers and plugins to statistical methods. Tends to be slow in certain circumstances.
- Apache OpenNLP - Machine Learning (MaxEnt) based NLP Library with a set of models for POS detection, NER, Sentence Chunking
- Apache UIMA – similar to Gate a framework to create NLP Pipelines, but more strict in the definition of pipe elements
- Stanford Parser – GPL based NLP Toolkit with a lots of functions
- GramLab NLP Tools
C
Python
- NLTK - sophisticated Python library for Natural Language Processing with lots of functionality
Visual Analytics
Software
Semantic Web
Tools
Visualisation
Cognition
Other Brainfood
Data Sets
Sites providing further links
Language Datasets
Events
Events we are Chairing
Interesting Conferences
…coming soon…
Fun Stuff
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