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adabound

An optimizer that trains as fast as Adam and as good as SGD.

awesome-awesomeness

A curated list of awesome awesomeness

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

big_data_resources

:boom:大数据/数据挖掘/推荐系统/机器学习相关资源

biling-survey

scripts and data for ACL 16 paper

bionlp

BioNLP: mutation, Gene, disease Entity Recognition, and their relation extraction

bot4

cdec

Decoder, aligner, and model optimizer for statistical machine translation and other structured prediction models based on (mostly) context-free formalisms

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

clrs

:notebook:Solutions to Introduction to Algorithms

cn-text-normalizer

A python module that convert chinese written string to read string. 一个python包：将中文书面字符串转换为口语字符串。

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

dcgan_code

Deep Convolutional Generative Adversarial Networks

docker-nlp-deploy

e2e-coref

End-to-end Neural Coreference Resolution

emotional-analysis-of-internet-news

Emotional Analysis of Internet News hyper-parameter tuning framework，CCF大数据与计算智能大赛互联网新闻情感分析训练框架，附调参日志

gaussian-lda-word2vec

LDA topic modeling with word2vec using gaussian topic distributions for infinite vocabulary

googlefreetrans

free google translation api（免费google翻译api）

gpt_tokenizer

cpp roberta tokenzier for deploy using

hypenet

Integrated path-based and distributional method for hypernymy detection

lstm-crf-models

LSTM-CRF models for sequence labeling in text.

machine-learning

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

machine_learning

msnet-for-gendered-pronoun-resolution

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

multsum

Summarization system taking multiple sentence similarity measures into account

mynotebook

filed on AI, ML, NLP, DL, program skill and program language.

mytensorflowtutorials

nfnets-keras

Keras implementation of Normalizer-Free Networks and SGD - Adaptive Gradient Clipping

notes-on-dirichlet-processes

:game_die: IPython notebooks explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation