Pinned Repositories
CyTag
A collection of surface-level natural language processing tools for Welsh, written in Python. Includes: text segmenter; sentence splitter; tokeniser; part-of-speech (POS) tagger.
DBChief
A simple class for connecting to and interacting with MySQL databases in PHP.
DSA
DSA++ is a library implementing a range of data structures and algorithms in C++.
lang_detector
Tool for language detection and for training of (Naive Bayes-based) language detection models, implemented using scikit-learn.
ner_crf
Jupyter Notebook describing named entity recognition (NER) using conditional random fields (CRFs), implemented using scikit-learn / sklearn-crfsuite.
relation_extractor
Tool for training relation extraction models with an attention-based bidirectional LSTM architecture, implemented using TensorFlow.
steve_neale_com
Source code for my website, http://www.steve-neale.com
TextProcessor
Simple text processor chaining natural language processing tasks together, implemented in Java using OpenNLP
topic_modeller
Tool for training LDA (latent dirichlet allocation)-based topic models, implemented in Python using scikit-learn.
word-embedder
Tool for easy training of word embeddings using popular models, implemented using Tensorflow.
steveneale's Repositories
steveneale/ner_crf
Jupyter Notebook describing named entity recognition (NER) using conditional random fields (CRFs), implemented using scikit-learn / sklearn-crfsuite.
steveneale/relation_extractor
Tool for training relation extraction models with an attention-based bidirectional LSTM architecture, implemented using TensorFlow.
steveneale/topic_modeller
Tool for training LDA (latent dirichlet allocation)-based topic models, implemented in Python using scikit-learn.
steveneale/word-embedder
Tool for easy training of word embeddings using popular models, implemented using Tensorflow.
steveneale/DBChief
A simple class for connecting to and interacting with MySQL databases in PHP.
steveneale/DSA
DSA++ is a library implementing a range of data structures and algorithms in C++.
steveneale/lang_detector
Tool for language detection and for training of (Naive Bayes-based) language detection models, implemented using scikit-learn.
steveneale/steve_neale_com
Source code for my website, http://www.steve-neale.com
steveneale/TextProcessor
Simple text processor chaining natural language processing tasks together, implemented in Java using OpenNLP