frankyangdev

atlas

Apache Atlas

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

iflytek2020-TemperaturePrediction

2020年讯飞开发者大赛温室温度赛道 Top3解决方案

KDDCup2021-CityBrainChallenge

TianChi_HaiYang

2020数字**创新大赛—算法赛：智慧海洋建设

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

tutorials

PyTorch tutorials.

tsfresh

Automatic extraction of relevant features from time series:

databricks-sync

An experimental tool to synchronize source Databricks deployment with a target Databricks deployment.

spark-deep-learning

Deep Learning Pipelines for Apache Spark

tempo

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

AI-RecommenderSystem

该仓库尝试整理推荐系统领域的一些经典算法模型

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

python-deequ

Python API for Deequ

DeepCTR

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

joyful-pandas

pandas中文教程

team-learning-program

主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

azure-sqldb-spark

This project provides a client library that allows Azure SQL DB or SQL Server to act as an input source or output sink for Spark jobs.

sql-spark-connector

Apache Spark Connector for SQL Server and Azure SQL

terraform-provider-databricks

Databricks Terraform Provider

modern-data-warehouse-dataops

DataOps for the Modern Data Warehouse on Microsoft Azure. https://aka.ms/mdw-dataops.

spark

Apache Spark - A unified analytics engine for large-scale data processing

spark-sql-perf

demo-files

Contains demo files used during our videos and classes.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

AzureMachineLearningWithDatabricks

This repository highlights the workflow and ease of use of training machine learning or deep learning models using Azure Databricks. Then deploying those models on both the AML Service and Azure Databricks.

azure-machine-learning-bootcamp

Azure Machine Learning Bootcamp

Azure-MachineLearning-ClientLibrary-Python