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fulquan's Projects

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

kmc2 icon kmc2

Cython implementation of k-MC2 and AFK-MC2 seeding

largevis icon largevis

An implementation of the largeVis algorithm for visualizing large, high-dimensional datasets, for R

lda-c icon lda-c

This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.

leanote icon leanote

Not Just A Notepad! (golang + mongodb) http://leanote.org

libcluster icon libcluster

An extensible C++ library of Hierarchical Bayesian clustering algorithms, such as Bayesian Gaussian mixture models, variational Dirichlet processes, Gaussian latent Dirichlet allocation and more.

libn3l icon libn3l

LibN3L: A light-weight neural network package for natural language

lightgbm icon lightgbm

LightGBM is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

lightkg icon lightkg

基于Pytorch和torchtext的知识图谱深度学习框架,包含知识表示学习、实体识别与链接、实体关系抽取、事件检测与抽取、知识存储与查询、知识推理六大功能模块,已实现了命名实体识别、关系抽取、事件抽取、表示学习等功能。框架功能丰富,开箱可用,极易上手!基本都是学习他人实现然后自己修改融合到框架中,没有细致调参,且有不少Bug~

lightlda icon lightlda

Scalable, fast, and lightweight system for large-scale topic modeling

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

matchzoo icon matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

metakit icon metakit

Metakit is an efficient embedded database library with a small footprint

minerva icon minerva

Minerva: a fast and flexible tool for deep learning on multi-GPU. It provides ndarray programming interface, just like Numpy. Python bindings and C++ bindings are both available. The resulting code can be run on CPU or GPU. Multi-GPU support is very easy.

ml-readings icon ml-readings

A list of papers / videos / tutorials / blog posts on machine learning

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