Stars
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
The same small networks implemented in different frameworks
Tutorial code on how to build your own Deep Learning System in 2k Lines
an easy to use,razor style javascript template tool
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE
A Very Gentle Introduction to Relational Programming
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
Example code for talk in PyCon Taiwan 2014: Building a Knowledge Graph - the new search engine technology
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
Chimezie Ogbuji's FuXi reasoner. NON-FUNCTIONING, RETAINED FOR ARCHIVAL PURPOSES. For working code plus version and associated support requirements see:
A Python wrapper around the NLPIR/ICTCLAS Chinese segmentation software.
Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.
Lightweight library to build and train neural networks in Theano
MXNet Tutorial for NVidia GTC 2016.
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
implementation of http://www.cse.cuhk.edu.hk/~leojia/projects/pencilsketch/npar12_pencil.pdf
Chinese Natural Language Processing tools and examples
A python framework to transform natural language questions to queries in a database query language.