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集合主题趋势排行榜
#

exploratory-data-analysis

Website
Wikipedia
https://static.github-zh.com/github_avatars/ydataai?size=40
ydataai / ydata-profiling

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

pandas-profilingpandas-dataframe统计Jupyter Notebookexploration数据科学Pythonpandas机器学习深度学习exploratory-data-analysisedadata-qualityhtml-reportdata-exploration数据分析big-data-analyticsdata-profilingHacktoberfest
Python 12.98 k
5 天前
https://static.github-zh.com/github_avatars/cleanlab?size=40
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.

weak-supervisiondata-cleaningdata-quality数据科学noisy-labelsdata-centric-aiout-of-distribution-detectionoutlier-detectionactive-learningdata-labelingdata-profilingdata-validationlabelingdata-curationannotationDataOpsdataquality大语言模型数据集exploratory-data-analysis
Python 10.61 k
12 天前
https://static.github-zh.com/github_avatars/great-expectations?size=40
great-expectations / great_expectations

Always know what to expect from your data.

pipeline-testsdataqualitydatacleaningdatacleaner数据科学data-profilingpipelinepipeline-testingcleandatadataunittestedaexploratory-data-analysisdata-qualitydata-engineeringmlops
Python 10.48 k
2 天前
https://static.github-zh.com/github_avatars/lux-org?size=40
lux-org / lux

Automatically visualize your pandas dataframe via a single print! 📊 💡

visualization-toolsJupyter NotebookPython数据科学exploratory-data-analysis可视化pandas
Python 5.28 k
1 年前
https://static.github-zh.com/github_avatars/evidence-dev?size=40
evidence-dev / evidence

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

analyticsSQLbusiness-intelligence数据可视化dbtduckdbTailwind CSS自托管Sveltedashboarddata-engineering数据科学exploratory-data-analysisWebAssembly
JavaScript 5.28 k
10 天前
https://static.github-zh.com/github_avatars/fbdesignpro?size=40
fbdesignpro / sweetviz

#计算机科学#Visualize and compare datasets, target values and associations, with one line of code.

pandas-dataframeedapandasdata-exploration数据分析数据科学数据可视化机器学习data-profilingexploratory-data-analysis统计explorationPython
Python 3.02 k
10 个月前
https://static.github-zh.com/github_avatars/JasonKessler?size=40
JasonKessler / scattertext

#自然语言处理#Beautiful visualizations of how language differs among document types.

自然语言处理d3word-embeddings机器学习可视化word2vectext-visualizationtext-miningjapanese-languagecomputational-social-sciencesentimentedaexploratory-data-analysisscatter-plottopic-modeling
Python 2.3 k
2 个月前
https://static.github-zh.com/github_avatars/sfu-db?size=40
sfu-db / dataprep

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

dataprep数据科学datapreparationdataconnectoredaexploratory-data-analysisdata-explorationconnectorcleaningdatacleaningapiwrapperapis
Python 2.17 k
1 年前
https://static.github-zh.com/github_avatars/hurshd0?size=40
hurshd0 / must-read-papers-for-ml

#计算机科学#Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

深度学习机器学习数据科学papersneural-networksconvolutional-networksrecurrent-neural-networksrecommender-systemexploratory-data-analysis数据分析
1.2 k
2 年前
https://static.github-zh.com/github_avatars/Renumics?size=40
Renumics / spotlight

#计算机科学#Interactively explore unstructured datasets from your dataframe.

data-centric-aidata-curation数据可视化机器视觉机器学习audioexploratory-data-analysisImagetimeseriesVideomeshesunstructured-dataHacktoberfest
TypeScript 1.18 k
4 天前
https://static.github-zh.com/github_avatars/cleanlab?size=40
cleanlab / cleanvision

#计算机科学#Automatically find issues in image datasets and practice data-centric computer vision.

机器视觉data-centric-aidata-explorationdata-qualitydata-validation深度学习exploratory-data-analysisimage-analysisimage-classificationimage-generationimage-qualityimage-segmentationdata-profiling数据科学
Python 1.09 k
2 个月前
https://static.github-zh.com/github_avatars/dataprofessor?size=40
dataprofessor / code

#计算机科学#Compilation of R and Python programming codes on the Data Professor YouTube channel.

shinyexploratory-data-analysisPythonStreamlitRdatascience数据科学机器学习python-data-sciencescikit-learnscikit-learn-pythonpandas
Jupyter Notebook 975
7 个月前
https://static.github-zh.com/github_avatars/latitude-dev?size=40
latitude-dev / latitude

Developer-first embedded analytics

analyticsdata数据分析data-analytics数据科学javascript-frameworkOpen Sourcebusiness-intelligencedashboarddata-engineering数据可视化duckdbexploratory-data-analysisReact自托管SQLSvelteTailwind CSS
TypeScript 914
9 个月前
https://static.github-zh.com/github_avatars/dataprofessor?size=40
dataprofessor / streamlit_freecodecamp

#计算机科学#Build 12 Data Apps in Python with Streamlit

Streamlit数据科学Python机器学习exploratory-data-analysis
Jupyter Notebook 644
1 年前
https://static.github-zh.com/github_avatars/tommyod?size=40
tommyod / KDEpy

Kernel Density Estimation in Python

exploratory-data-analysisPython统计数据分析
Jupyter Notebook 617
1 个月前
https://static.github-zh.com/github_avatars/achuthasubhash?size=40
achuthasubhash / Complete-Life-Cycle-of-a-Data-Science-Project

#网络爬虫#Complete-Life-Cycle-of-a-Data-Science-Project

feature-engineeringunsupervised-learning数据科学深度学习机器学习exploratory-data-analysisreinforcement-learningedaPyTorchsupervised-learningtransfer-learningpython-libraryanalysis数据分析federated-learningdatasetPythonweb-scrapingscraper
616
1 年前
https://static.github-zh.com/github_avatars/jadianes?size=40
jadianes / data-science-your-way

#计算机科学#Ways of doing Data Science Engineering and Machine Learning in R and Python

数据科学教程data-frameexploratory-data-analysisRPythonJupyter Notebooknotebook机器学习
Jupyter Notebook 608
4 年前
https://static.github-zh.com/github_avatars/InfuseAI?size=40
InfuseAI / piperider

Code review for data in dbt

data-pipelinedata-profilingdata-quality数据科学data-explorationedaexploratory-data-analysisdata-testingPythondata-observabilitydata-reliability数据可视化dbt代码审查reportingpull-requests持续集成
Python 488
5 个月前
https://static.github-zh.com/github_avatars/aeturrell?size=40
aeturrell / skimpy

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

edapandas数据科学exploratory-data-analysissummary-statistics统计
Python 463
1 个月前
https://static.github-zh.com/github_avatars/ropensci?size=40
ropensci / visdat

Preliminary Exploratory Visualisation of Data

visualisationRexploratory-data-analysisropenscir-packagerstatspeer-reviewed
R 457
1 年前
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