A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

Papers on Computational Advertising

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

该仓库主要记录 NLP 算法工程师相关的面试题

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

Template repository for data science lifecycle project

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Tr…

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

Hummingbird compiles trained ML models into tensor computation for faster inference.

A list of NLP(Natural Language Processing) tutorials

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

An Extensible Conversational Information Seeking Platform

Conversational RPA SDK for Chatbot Makers. Join our Discord: https://discord.gg/7q8NBZbQzt

A Large-Scale Few-Shot Relation Extraction Dataset

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

Lexicon-based Named Entity Recognition

Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)

Deep learning with text doesn't have to be scary.

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

A machine learning example app: dog classification in the browser

Papers, code and datasets about deep learning and multi-modal learning for video analysis

史上最大规模1.4亿中文知识图谱开源下载

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

A journey into Convolutional Neural Network visualization

CV岗常见面试题(欢迎大家补充！！！)

Automated Resume Screening System using Machine Learning (With Dataset)

Automatic Summarization of Resumes with NER -> Evaluate resumes at a glance through Named Entity Recognition