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liz0916's Projects

2018jdata_repurchasedate

A competition on jdata which is about repurchase date prediction ! Rank : 8 / 5182 !

adaseq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

ailearning

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

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep_learning_by_andrew_ng_coursera

deep learning specialization by andrew ng though deeplearning.ai on coursera

deepctr

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

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

hanlp

中文分词词性标注命名实体识别依存句法分析成分句法分析语义依存分析语义角色标注指代消解风格转换语义相似度新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

llama-factory

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，

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