limingmingli321 Goto Github PK

a3ncf

ai-study

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

algorithm-practice-in-industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

anyq

FAQ-based Question Answering System

attention-mechanisms

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

attentive-group-recommendation

Atentive Group Recommendation

awesome-anomaly-detection

A complete list of papers on anomaly detection.

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 and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

awesome-reinforcement-learning-zh

中文整理的强化学习资料（Reinforcement Learning）

awesome-rspapers

Recommender System Papers

cikm2020_dmt

Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020

cnpy

library to read/write .npy and .npz files in C/C++

cnsurvey

一份中文综述文章列表（自然语言处理&机器学习）

competitive-recsys

A collection of resources for Recommender Systems (RecSys)

cpp-game-engine-book

从零编写游戏引擎教程 Writing a game engine tutorial from scratch

ctrmodel

CTR prediction model based on spark(LR, GBDT, DNN)

cunvsm

Neural Vector Space Models

deep-recommender-system

深度学习在推荐系统中的应用及论文小结。

deepicf

TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation

deepmcp

Deep Matching, Correlation and Prediction (DeepMCP) Model

deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

deeprec-1

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

deeprl

【深度强化学习社区】一个资料与学习内容最全的服务平台

dien

disout

Code for AAAI 2020 paper, Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks (Disout).

distributed-louvain-modularity

Community Detection and Compression Analytic for Big Graph Data

docs

TensorFlow documentation

fitnets

FitNets: Hints for Thin Deep Nets

fuxictr

A configurable, tunable, and reproducible library for CTR prediction