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uncertainty-calibration

A collection of research and application papers of (uncertainty) calibration techniques.

Word-Embedding

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding

Seq2seq

seq2seq model , Bytecup2018, text Neural Headline Generation (NHG)，rank 4/1066

textClassifier

tensorflow implementation

NER-FunTool

本NER项目包含多个中文数据集，模型采用BiLSTM+CRF、BERT+Softmax、BERT+Cascade、BERT+WOL等，最后用TFServing进行模型部署，线上推理和线下推理。

tf_NLP_models

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

attention

some attention implements

CTR_models

ctrNet-tool

This's the tool for CTR, including FM, FFM, NFFM and so on.

tencent-contest

RAKE-tutorial

A python implementation of the Rapid Automatic Keyword Extraction

ChineseNER

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

2018-DC-DataGrand-TextIntelProcess

2018-DC-“达观杯”文本智能处理挑战赛：冠军 (1st/3131)

Machine-Learning-Session

ruijin-kg-SuperGUTScode

CTR_NN

基于深度学习的CTR预估，从FM推演各深度学习CTR预估模型（附代码）

ML_CIA

公众号: 机器学习荐货情报局 所有代码

Tencent2018_Lookalike_Rank7th

The code for 2018 Tencent College Algorithm Contest, and the online result ranks 7th.

tf_repos

TensorFlow Script

ruijin_round2

瑞金医院MMC人工智能辅助构建知识图谱大赛复赛

ruijin_round1

瑞金医院MMC人工智能辅助构建知识图谱大赛初赛

tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

bert

TensorFlow code and pre-trained models for BERT

tensorflow-XNN

4th Place Solution for Mercari Price Suggestion Competition on Kaggle using DeepFM variant.

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

nlp_course

YSDA course in Natural Language Processing

dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

pytorch-best-practice

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats