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ad-papers

Papers on Computational Advertising

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

amultitaskrankingsystem

a multitask ranking system

awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer, Reinforcement Learning, Self-supervised Learning and so on.

awesome-multimodal-large-language-models

:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

bert

TensorFlow code and pre-trained models for BERT

bigakka

Big Data applications implementation with Akka

bigcompression

Compression algorithms(like LZMA, ORC compression) implementation for hadoop and hbase big data application.

bigdata

biggen

Automatically generate big test data for big data application

bigmachinelearning

Machine learning algorithm implementation for big data applications

bigrealtime

Near real time or real time Big Data analysis

bigscala

Big Data application implementation in scala

bigvalue

This project is for big data value development.

blog

Liping Zhang's blog using Jekyll

capse

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules

capsule-text-classification

利用keras搭建的胶囊网络（capsule network文本分类模型，包含RNN、CNN、HAN等，其中keras_utils包含了capsule层和attention层的keras实现

capsule_text_classification

chatbot_tutorial

This is the code for "Chatbot Tutorial" by Siraj Raval on Youtube

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

crackingtensorflow

Cracking tensorflow models implementation. For example, seq2seq models implementation in tensorflow.

ctci

Cracking the Coding Interview, 5th Edition

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

ctr_nn

基于深度学习的CTR预估，从FM推演各深度学习CTR预估模型（附代码）

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.