Open Source Deep Learning Project: Torch

Torch: A SCIENTIFIC COMPUTING FRAMEWORK FOR LUAJIT Project Website: http://torch.ch/ Github Link: https://github.com/torch/torch7 Description What is Torch? Torch is a scientific computing framework with wide support for machine learning algorithms that puts GPUs first. It is easy to use and … Continue reading

Open Source Deep Learning Project: Theano

Theano Project Website: http://deeplearning.net/software/theano/ Github Link: https://github.com/Theano/Theano Description Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano features: tight integration with NumPy – Use numpy.ndarray in Theano-compiled functions. transparent … Continue reading

Open Source Text Processing Project: CRF Project

CRF Project Project Website: http://crf.sourceforge.net/ Github Link: None Description The CRF package is a java implementation of Conditional Random Fields for sequential labeling developed by Sunita Sarawagi of IIT Bombay. The package is distributed with the hope that it will … Continue reading

Open Source Text Processing Project: OpenNLP

Apache OpenNLP Project Website: https://opennlp.apache.org/ Github Link: None Description The Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text. It supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, … Continue reading

Open Source Text Processing Project: Pattern

Pattern Project Website: http://www.clips.ua.ac.be/pattern Github Link: https://github.com/clips/pattern Description Pattern is a web mining module for the Python programming language. It has tools for data mining (Google, Twitter and Wikipedia API, a web crawler, a HTML DOM parser), natural language processing … Continue reading