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advancepython

python高级编程

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

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner

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

bruce

conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

ecm

This project is a tensorflow implement of our work, ECM.

effectivetensorflow

TensorFlow 1.x and 2.x tutorials and best practices.

elmoformanylangs

Pre-trained ELMo Representations for Many Languages

gbdt_simple_tutorial

python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision

history

lark

LAnguage Representations Kit

lihang-code

《统计学习方法》的代码实现

machine-learning

机器学习原理

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

machine_learning_python

通过阅读网上的资料代码，进行自我加工，努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

ml-tutorial-experiment

Coding the Machine Learning Tutorial for Learning to Learn

models

Models and examples built with TensorFlow

my_bert

modify_bert_code

my_code

daily exercise

name-entity-recognition

Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow

nlp-beginner

NLP上手教程

nlp-journey

nlp相关的一些代码, 包括词向量(Word Embedding)、命名实体识别(NER)、文本分类(Sentence Classificatin)、文本生成、文本相似性(Sentence Similarity)计算等，基于keras和tensorflow

nlp_base

自然语言基础模型

nmt

TensorFlow Neural Machine Translation Tutorial

python-machine-learning-algorithm

Python-Machine-Learning-Algorithm

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

qamodel-for-retrievalchatbot

中文检索式问答，Chinese Retreival chatbot（中文检索式机器人）用到的一些QA模型，基于tf-idf，lsa，深度学习等