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ahanlp

啊哈自然语言处理包，提供包括分词、依存句法分析、自动摘要、语义相似度计算、LDA 主题预测、词云等服务。

algorithm

面试中一些算法题总结

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-meta-learning

A curated list of Meta-Learning resources/papers.

awesome-nlp

A curated list of resources dedicated to Natural Language Processing

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

bbn

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

bc5cidtask

chemical disease relation extraction via maximum-entropy classifiers

bert

TensorFlow code and pre-trained models for BERT

bert-multi-label-text-classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

bert4doc-classification

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

biocreative-v-cdr-corpus

BioCreative-V CDR Corpus

chainer-dcgan

Chainer implementation of Deep Convolutional Generative Adversarial Network

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cnn-benchmarks

Benchmarks for popular CNN models

cnn-relationextraction

Convolution neural network for relation extraction between two given entities

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

cnn_cdr

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cornet

cplusplus-_implementation_of_introduction_to_algorithms

《算法导论》第三版中算法的C++实现

crf

keras implementation of conditional random field

cs229

Stanford CS229 (Autumn 2017)

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-for-nlp-resources

List of resources to get started with Deep Learning for NLP.

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!