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interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

interview_python

关于Python的面试题

ket

The PyTorch code for paper "Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations"

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lstm

LSTM便于理解

lstm_attention_classify

machine_learning_and_application_v1

本项目代码为雷明老师18年12月在清华出版社出版的《机器学习与应用》第一版中的配套代码，欢迎登录www.sigai.cn试听雷老师《机器学习》《深度学习》视频

manm

实现《Multiway Attention Networks for Modeling Sentence Pairs》中的网络模型，可用于问答，句子逻辑推理

ml

代码记录

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

musicgeneration

ner

基于tensorflow深度学习的中文的命名实体识别

nli

Enhanced LTSM for natural language inference

nlp-conference-compendium

Compendium of the resources available from top NLP conferences.

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nmt_seq2seq_tutorial

a basic implement of seq2seq based on tensorflow used for NMT

opennre

An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-openai-transformer-lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

pytorch-relation-extraction

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取

pytorch_classifiers

Almost any Image classification problem using pytorch

pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

rcnn

RCNN

sentiment

mechine learning class of buaa

seq2sea

seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

seqgan_tensorflow

SeqGAN tensorflow implementation

tech-interview-handbook

💯 Materials to help you rock your next coding interview