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a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

al_challenger_2018_sentiment_analysis

AI Challenger 2018 细粒度用户评论情感分析，排名17th，基于Aspect Level 思路的解决方案

algo

数据结构和算法必知必会的50个代码实现

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

aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-pytorch

使用谷歌预训练bert做字嵌入的BiLSTM-CRF序列标注模型

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-e2e-absa

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinesenlpcorpus

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

cnn_model

cnn_multilabel_classification

Multilabel classification based on TextCNN and Attention

crawling-tweepy

simple crawling search using Tweepy

deep-learning-for-aspect-level-sentiment-classification-baselines

The public state-of-the-art methods for deep learning based ASC

deep-memory-network

Implement deep memory network used for Aspect Level Sentiment Classification

deepfm_keras

A simple DeepFM.

dnn_ctr

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

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

gesture_recongnition

Realize the recognition of 0-9 gestures based on tensorflow2.0+opencv+CNN

image-captioning

CNN-Encoder and RNN-Decoder (Bahdanau Attention) for image caption or image to text on MS-COCO dataset. 图片描述

interview-code-practice-python

面试题

intro_ds

Code to accompany Mastering Data Science from PT press

keras

Deep Learning for humans

keras-cn

Chinese keras documents with more examples, explanations and tips.

learnpaddle2

PaddlePaddle Fluid 版本系列教程，CSDN博客专栏：

mams-for-absa

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.