Pinned Repositories
annotator-agreement
Inter-annotator agreement tutorial. Technique: Cohen's Kappa.
authorship-attribution
Small authorship attribution tutorial. Technique: Naive Bayes.
build-your-search-engine
A repository to learn basic data processing techniques (Wikipedia processing, feature selection), and use them for some basic Web query classification.
fruit-fly
Unsupervised learning tutorial. Technique: random projections.
recurrent-neural-networks
Tutorial on sequence learning with neural networks. Technique: RNNs.
reinforcement-learning
Mini-tutorial on reinforcement learning. Technique: Q-learning.
SVMs
Predicting Alzheimer from people's writing. Technique: SVMs.
topic-classification
Small topic classification tutorial. Technique: Support Vector Machines (SVMs).
vector-biases
Tutorial on uncovering biases in semantic spaces
word-translation
Supervised learning tutorial. Technique: Partial Least Square Regression (PLSR)
ml-for-nlp's Repositories
ml-for-nlp/build-your-search-engine
A repository to learn basic data processing techniques (Wikipedia processing, feature selection), and use them for some basic Web query classification.
ml-for-nlp/annotator-agreement
Inter-annotator agreement tutorial. Technique: Cohen's Kappa.
ml-for-nlp/fruit-fly
Unsupervised learning tutorial. Technique: random projections.
ml-for-nlp/authorship-attribution
Small authorship attribution tutorial. Technique: Naive Bayes.
ml-for-nlp/SVMs
Predicting Alzheimer from people's writing. Technique: SVMs.
ml-for-nlp/reinforcement-learning
Mini-tutorial on reinforcement learning. Technique: Q-learning.
ml-for-nlp/recurrent-neural-networks
Tutorial on sequence learning with neural networks. Technique: RNNs.
ml-for-nlp/topic-classification
Small topic classification tutorial. Technique: Support Vector Machines (SVMs).
ml-for-nlp/word-translation
Supervised learning tutorial. Technique: Partial Least Square Regression (PLSR)
ml-for-nlp/vector-biases
Tutorial on uncovering biases in semantic spaces