Getting started with Giza++ for Word Alignment

About Giza++ Open Source Text Processing Project: GIZA++ Install Giza++ First get the Giza++ related code: git clone https://github.com/moses-smt/giza-pp.git The git package include and Giza++ and mkcls which used in the process. We recommended you modify the Giza++ Makefile which … Continue reading

Open Source Text Processing Project: Wapiti

Wapiti – A simple and fast discriminative sequence labelling toolkit Project Website: https://wapiti.limsi.fr/ Github Link: https://github.com/Jekub/Wapiti Description Wapiti is a very fast toolkit for segmenting and labeling sequences with discriminative models. It is based on maxent models, maximum entropy Markov … Continue reading

Open Source Deep Learning Project: Paddle

Paddle: PArallel Distributed Deep LEarning Project Website: http://www.paddlepaddle.org/ Github Link: https://github.com/baidu/Paddle Description PaddlePaddle (PArallel Distributed Deep LEarning) is an easy-to-use, efficient, flexible and scalable deep learning platform, which is originally developed by Baidu scientists and engineers for the purpose of … Continue reading

Open Source Deep Learning Project: dlib

dlib: A toolkit for making real world machine learning and data analysis aplications in C++ Project Website: http://dlib.net Github Link: https://github.com/davisking/dlib Description Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ … Continue reading

Open Source Deep Learning Project: torchnet

torchnet: Torch on steroids Project Website: None Github Link: https://github.com/torchnet/torchnet Description torchnet is a framework for torch which provides a set of abstractions aiming at encouraging code re-use as well as encouraging modular programming. At the moment, torchnet provides four … Continue reading

Open Source Deep Learning Project: OpenNN

OpenNN – Open Neural Networks Library Project Website: http://www.opennn.net/ Github Link: https://github.com/Artelnics/OpenNN Description OpenNN is an open source class library written in C++ programming language which implements neural networks, a main area of deep learning research. It is intended for … Continue reading

Open Source Deep Learning Project: CUV

CUV: Matrix library for CUDA in C++ and Python Project Website: http://www.ais.uni-bonn.de/ Github Link: https://github.com/deeplearningais/CUV Description CUV is a C++ template and Python library which makes it easy to use NVIDIA(tm) CUDA. Features Supported Platforms: • This library was only … Continue reading

Open Source Deep Learning Project: CNTK

CNTK: Computational Network Toolkit Project Website: https://www.cntk.ai/ Github Link: https://github.com/Microsoft/CNTK Description Production-quality, Open Source, Multi-machine, Multi-GPU, Highly efficent RNN training, Speech, Image, Text CNTK (http://www.cntk.ai/), the Computational Network Toolkit by Microsoft Research, is a unified deep-learning toolkit that describes neural … Continue reading

Open Source Deep Learning Project: EBLearn

EBLearn: Open Source C++ Machine Learning Library Project Website: http://eblearn.sourceforge.net/ Github Link: None Description Eblearn is an object-oriented C++ library that implements various machine learning models, including energy-based learning, gradient-based learning for machine composed of multiple heterogeneous modules. In particular, … Continue reading

Open Source Deep Learning Project: CXXNET

CXXNET is a fast, concise, distributed deep learning framework Project Website: CXXNet now move forward to MXNet Github Link: https://github.com/dmlc/cxxnet Description CXXNET is a fast, concise, distributed deep learning framework. Contributors: https://github.com/antinucleon/cxxnet/graphs/contributors Documentation Learning to use cxxnet by examples Note … Continue reading