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100-days-of-ml-code

100-Days-Of-ML-Code中文版

algorithm-implementations

Share, discuss and learn about algorithm implementations!

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

bert-bilsmt-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning

bert-chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

cgl_python

concept graph learning

concept-graphs

Contains algorithms and tools to create concept graphs

data-to-text-hierarchical

Code for A Hierarchical Model for Data-to-Text Generation (Rebuffel, Soulier, Scoutheeten, Gallinari; ECIR 2020)

dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

dcgan_code

Deep Convolutional Generative Adversarial Networks

deep-learning-models

Keras code and weights files for popular deep learning models.

deepctr

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

deeplearn

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dualrl

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer (IJCAI 2019)

facenet

Tensorflow implementation of the FaceNet face recognizer

facerecognition

fasttext_src_read

fasttext源代码阅读

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

hotspotanalysis

hyperstar

Learning Word Subsumption Projections.

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

interview

coding data_structure

keras

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

keras-textclassification

中文长文本分类、短句子分类、多标签分类（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, ENT, DMN,

leetcode

lewis

Official code for LEWIS, from: "LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer", ACL-IJCNLP 2021 Findings by Machel Reid and Victor Zhong

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata, lihang]