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20181220_category_analysis

absa-pytorch

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

ad-papers

Papers on Computational Advertising

address-parse

智能收货地址解析

addressparser

中文地址提取工具，支持**三级区划地址（省、市、区）提取和映射，支持地址热力图绘制。

ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

allennlp_classification

用allennlp写文本分类模型

autobinning

分箱工具

awesome-data-comp-solution

数据科学/人工智能比赛解决方案汇总

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

bilstm

chatbot_tensorflow

Built the cahtbot using tensorflow. This chatbot based on RNN and seq2seq model.

click-through-rate-prediction

📈 Click-Through Rate Prediction using Logistic Regression and Tree Algorithms

cluepretrainedmodels

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In pytorch Learing Neural Networks likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

code-of-learn-deep-learning-with-pytorch-master

company-names-corpus

公司名语料库。机构名语料库。公司简称,缩写,品牌词,企业名。

computational-advertising-note

计算广告学习笔记

course

The Hugging Face course

credit-risk-analysis

creditriskcscorecard

credit risk score card develop by python(version 3.6)

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deep-learning-for-nlp-resources

List of resources to get started with Deep Learning for NLP.

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM)

dl4nlp

Deep Learning for NLP resources

enlighten-integration

Example code and materials that illustrate techniques for integrating SAS with popular open source analytics technologies like Python and R.

erlemar.github.io

Data science portfolio

examples

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

fastai

The fastai deep learning library, plus lessons and tutorials