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ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

argo-client-python

Python client for Argo Workflows

argo-workflows

Workflow engine for Kubernetes

autoencoder

study auto encoder for dl

awesome-distributed-deep-learning

A curated list of awesome Distributed Deep Learning resources.

awesome-rspapers

Recommender System Papers

aws-data-engineering

Resources for the free AWS Data Engineering course on youtube

beyond-leetcode-sql

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

categorical_data_analysis

This is a workshop I developed on how to analyze categorical data. This workshop is a combination of a presentation and code in R. This includes data wrangling, visualization, bayesian statistics, and logistic regression.

chart-doctor

Sample files to accompany the FT's Chart Doctor column

couler

Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.

dcassol.github.io

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dlrm

An implementation of a deep learning recommendation model (DLRM)

foundation_applied_machine_learning

A repo for notebooks, and homework for Foundation of Applied Machine Learning @ University of California, Riverside

frauddetection

genral_hw

jekyll_ghpages

kohonen-maps

Implementation of SOM and GSOM

lailab

Bootcamp Labs

leetcode-sql-summary

*Summary of 102 LeetCode SQL questions* This note aims to help people learn and review SQL efficiently. The first draft mainly focuses on T-SQL/MS SQL Server.

lucid

A collection of infrastructure and tools for research in neural network interpretability.

machine-learning-systems-design

A booklet on machine learning systems design with exercises

machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

ml-algos

K-means

movie-recommender

基于项目相似度的协同过滤推荐引擎