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biterm-topic-model icon biterm-topic-model

重构论文A Biterm Topic Model for Short Texts提供的源代码,编译成一个python 扩展模块,并用python 包装了一下,提供一个user-friendly python package

brpc icon brpc

brpc is an Industrial-grade RPC framework using C++ Language, which is often used in high performance system such as Search, Storage, Machine learning, Advertisement, Recommendation etc. "brpc" means "better RPC".

docs icon docs

Documentations for PaddlePaddle

fm-ffm icon fm-ffm

fm/ffm/nfm算法的一些实现

megatron-lm icon megatron-lm

Ongoing research training transformer models at scale

named-entity-recognization icon named-entity-recognization

在github 上比较有名的bi lstm+crf 的ner模型实现做了一处修改。原实现的viterbi解码依赖numpy,模型没法脱离python 使用。我把调用numpy 的 viterbi解码改成使用tensorflow 算子。这样一来,整个计算都是在tensorflow 计算图中,可以把模型固化,使用java api 加载调用。

paddle icon paddle

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)

paddlenlp icon paddlenlp

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tfapplication icon tfapplication

tensorflow 模型开发,用tensorflow 实现一些经典的深度学习模型

triton icon triton

Development repository for the Triton language and compiler

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