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vanewu's Projects

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

crf icon crf

Linear chain conditional random fields are implemented using Numpy and Mxnet/Gluon, and batch training is supported, not limited to training the data one by one.

cs-books icon cs-books

📚 Computer Science Books 计算机技术类书籍 PDF

dali icon dali

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

dmlc-core icon dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

machine_learning icon machine_learning

Conventional machine learning algorithms are implemented from scratch using python and numpy.

mshadow icon mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

namedentityrecognition icon namedentityrecognition

Named Entity Recognition for Chinese.This repository contains various experimental methods for deep-learning-based Chinese named entity recognition in natural language processing.

nemo icon nemo

NeMo: a toolkit for conversational AI

structured-self-attentive-sentence-embedding icon structured-self-attentive-sentence-embedding

This is an implementation of the paper [A Structured Self-Attentive Sentence Embedding], using Mxnet/Gluon. Finally, the experiment was carried out on the user review star classification task mentioned in the original paper,

tvm icon tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

web-data icon web-data

The repo to host all the web data including images for documents in dmlc projects.

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