data-quality · GitHub Topics

GokuMohandas / Made-With-ML

#自然语言处理#学习如何设计、开发、部署、和迭代生产级机器学习应用

机器学习深度学习 PyTorch 自然语言处理数据科学 Python mlops data-engineering data-quality llms ray distributed-training

Jupyter Notebook 38.29 k

7 个月前

eugeneyan / applied-ml

#自然语言处理#精选大公司分享他们在生产中关于数据科学 & 机器学习的论文和技术博客等资源

applied-machine-learning production applied-data-science 机器学习数据科学 reinforcement-learning data-engineering recsys search 深度学习 data-quality data-discovery 机器视觉自然语言处理

27.81 k

8 个月前

ydataai / ydata-profiling

#计算机科学#1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

翻译 - 从pandas DataFrame对象创建HTML分析报告

pandas-profiling pandas-dataframe 统计 Jupyter Notebook exploration 数据科学 Python pandas 机器学习深度学习 exploratory-data-analysis eda data-quality html-report data-exploration 数据分析 big-data-analytics data-profiling Hacktoberfest

Python 12.78 k

12 小时前

great-expectations / great_expectations

Always know what to expect from your data.

翻译 - 永远知道您对数据的期望。

pipeline-tests dataquality datacleaning datacleaner 数据科学 data-profiling pipeline pipeline-testing cleandata dataunittest eda exploratory-data-analysis data-quality data-engineering mlops

Python 10.25 k

2 天前

cleanlab / cleanlab

#数据仓库#The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

翻译 - 在数据集中查找标签错误并使用嘈杂的标签进行学习。

Python 10.22 k

21 小时前

voxel51 / fiftyone

#计算机科学#Refine high-quality datasets and visual AI models

翻译 - 用于构建高质量数据集和计算机视觉模型的开源工具

机器学习人工智能深度学习机器视觉 developer-tools 数据科学 Python active-learning data-centric-ai data-cleaning data-curation data-quality image-classification object-detection unstructured-data vector-search 可视化

Python 9.27 k

17 小时前

open-metadata / OpenMetadata

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team colla...

翻译 - 元数据开放标准。发现、协作和正确获取数据的单一场所。

TypeScript 6.24 k1

1 天前

feast-dev / feast

#计算机科学#The Open Source Feature Store for AI/ML

翻译 - 机器学习功能库

机器学习 features big-data feature-store Python mlops data-engineering 数据科学 data-quality

Python 5.86 k

1 天前

evidentlyai / evidently

#大语言模型#Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

data-drift Jupyter Notebook pandas-dataframe 机器学习 model-monitoring html-report mlops 数据科学 Hacktoberfest data-quality data-validation generative-ai 大语言模型 llmops

Jupyter Notebook 5.82 k

11 小时前

treeverse / lakeFS

lakeFS - Data version control for your data lake | Git for data

翻译 - 一个开源平台，可为基于对象存储的数据湖提供弹性和可管理性

data-engineering data-versioning Go object-storage data-lake aws-s3 data-quality azure-blob-storage google-cloud-storage git-for-data Apache Spark hadoop-filesystem datalake data-version-control azure-storage

Go 4.57 k

1 天前

GokuMohandas / mlops-course

#自然语言处理#Learn how to design, develop, deploy and iterate on production-grade ML applications.

机器学习深度学习 PyTorch mlops data-engineering data-quality 数据科学 llms 自然语言处理 Python ray

Jupyter Notebook 3.06 k

7 个月前

datafold / data-diff

Compare tables within or across databases

数据库 MySQL PostgreSQL snowflake rdbms trino data-engineering data-quality 数据科学 data-quality-monitoring dataengineering dataquality Oracle 数据库 SQL dbt Python data

Python 2.96 k

10 个月前

whylabs / whylogs

#计算机科学#An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collect...