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An open API service indexing awesome lists of open source software.

Data analysis

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

https://github.com/anushadatta/airbnb-in-seattle

🏨 Understanding the Airbnb rental landscape in Seattle using data science.

airbnb data-analysis data-exploration data-visualization datascience sentiment-analysis

Last synced: 13 Jun 2025

https://github.com/mathpfreitas/top-hits-spotify-2000-to-2019-

# 🎧 Top Hits Spotify (2000 - 2019)Explore music trends from 2000 to 2019 with this dataset of songs, artists, and genres. Use the insights to understand what makes a hit in today's music landscape. 🐙💻

analysis analytics chart data-analysis data-visualization exploratory-data-analysis hits interactivedashboards jupyter-notebook matplotlib music musical numpy pandas plotly python timeseries track-hits

Last synced: 01 Jul 2025

https://github.com/lmuffato/analise-de-diarias-prefeituas-do-es

Esse código faz parte de um projeto de descoberta e combate a esquemas de corrupção, através do tratamento e cruzamento de dados abertos disponíveis em diversas prefeituras do Espirito Santo através do portal da transparência. Junção e análise de várias tabelas importadas em csv.

data-analysis personal-project r rstudio

Last synced: 12 Jun 2025

https://github.com/bcko/ud-da-stroopeffect

Udacity Data Analyst Nanodegree Project : Test a Perceptual Phenomenon (Stroop Effect)

data-analysis data-analyst-nanodegree stroop-effect udacity udacity-data-analyst-nanodegree

Last synced: 04 Jul 2025

https://github.com/quantitext/quantitext

Official repository for QuantiText applications in the .NET ecosystem.

api aspnet-core csharp data-analysis dotnet-core mvc-architecture

Last synced: 30 Mar 2025

https://github.com/robinmillford/analytics_for_fashion_supply_management

This Streamlit dashboard provides a comprehensive analysis of supply chain data, focusing on key metrics such as production volumes, stock levels, order quantities, revenue, manufacturing costs, lead times, shipping costs, transportation routes, risk factors, and sustainability factors

dashboard data-analysis data-visualization streamlit supply-chain-management

Last synced: 07 Sep 2025

https://github.com/rcv911/lyapunov-indicators

Calculating Lyapunov indicators with multiprocessing in Python

data-analysis lyapunov lyapunov-indicators multiprocessing

Last synced: 18 Jan 2026

https://github.com/paezha/isdas

Companion package for An Introduction to Spatial Data Analysis and Statistics with R

data-analysis gis rstats spatial-analysis spatial-statistics

Last synced: 04 Jan 2026

https://github.com/albertomorini/policesviolence

Repository for the project of the course Data Science (Fondamenti di Scienza dei Dati) at UniUD.

data-analysis data-science data-visualization r

Last synced: 31 May 2026

https://github.com/programmer-rd-ai/moviedatascraper

Explore the cinematic universe with our IMDb web scraping project! Dive into movie data with ease, uncovering insights from cast to critical reviews. With dynamic visualizations and reliable data, let's journey through the world of movies like never before. Lights, camera, analysis!

beautifulsoup beautifulsoup4 data data-analysis jupyter-notebook matplotlib numpy pandas programming python python3 scraping seaborn software web

Last synced: 01 Mar 2025

https://github.com/vruddhi18/e-commerce_data_analysis_powerbi_dashboard

The E-Commerce Data Analysis project leverages Power BI to analyze sales and customer insights from Blinkit, Zepto, Myntra, and Flipkart, providing interactive dashboards to enhance e-commerce strategies.

data-analysis powerbi

Last synced: 27 Feb 2026

https://github.com/programmer-rd-ai/dimensionality-reduction

DimRed is a comprehensive Python toolkit for advanced dimensionality reduction, integrating with major machine learning libraries and featuring real-time performance monitoring to enhance data analysis and model efficiency.

analytics data-analysis data-science lightgbm machine-learning matplotlib numpy pandas programming python python3 sklearn university xgboost

Last synced: 01 Mar 2025

https://github.com/colburncodes/se_pudding_2023

This project is a React app designed to showcase research conducted by a team of data scientists and data analysts. The app is utilizing React and React-Chartjs-2

chartjs-2 data-analysis data-science data-visualization react-chartjs-2 reactjs

Last synced: 11 May 2026

https://github.com/discdiver/new-belgium-ratings

Find the most popular New Belgium beers of all time!

beautifulsoup data-analysis pandas python seaborn webscraping

Last synced: 10 Apr 2026

https://github.com/zeinhasan/eksploration-and-data-visualization-course-material

Exploratory Data Analysis (EDA) Laboratory Assistant Teaching Materials

data-analysis data-visualization statistics

Last synced: 24 Jun 2026

https://github.com/gauranshgoel123/predictive-demand-analysis

Demand Forecasting Project A web application for predicting future demand for part numbers based on historical data. Built with React for the frontend and FastAPI with Python for the backend, this application visualizes demand trends and allows users to input additional data for improved accuracy. In render analyzer is frontend analysis is backend

chartjs data-analysis data-science data-visualization dataset deployment full-stack machine-learning numpy pandas predictive-analysis prophet-model python reactjs render

Last synced: 13 Apr 2026

https://github.com/mr-vozhyk/test-tasks

Выполненные тестовые задания (не запрещенные к публикации)

analysis data-analysis digital-analysis e-commerce excel google-colab google-sheets marketing marketplace power-bi power-query python sql

Last synced: 07 May 2026

https://github.com/as16082023/restaurant-order-analysis

Analyzing order data to identify the most and least popular menu items and types of cuisine

data-analysis maven-analytics mysql restaurant-order sql

Last synced: 10 Apr 2025

https://github.com/jfjlaros/spreadscript

SpreadScript: Use a spreadsheet as a function.

automation command-line data-analysis evaluation function interface spreadsheet

Last synced: 16 Oct 2025

https://github.com/dual-points/dplearn

A Python package for data analysis.

data-analysis data-science python python-package

Last synced: 16 Oct 2025

https://github.com/as16082023/music-store-analysis

This project involves analyzing music store data using SQL queries in MySQL workbench to enhance decision-making, identify trends, and understand customer behavior

data-analysis music-store-analysis mysql sql

Last synced: 06 Jul 2025

https://github.com/as16082023/hotel-booking-analysis-eda-

Exploratory Data Analysis on hotel booking data using Python

data-analysis data-visualization exploratory-data-analysis jupyter-notebook python

Last synced: 29 Apr 2026

https://github.com/sarathchandranpm/restaurant_order_analysis

This project entails an in-depth analysis of a restaurant's order and menu data. The focus is on exploring customer ordering behaviors, menu item attributes, and order specifics. By investigating the connections between order details, menu items, and order dates, the project seeks to generate valuable insights into the restaurant's operations.

data-analysis mysql sql

Last synced: 10 Apr 2025

https://github.com/luminati-io/airbnb-dataset-samples

A sample dataset of over 1000 Airbnb listings, extracted using the Bright Data API, ideal for competitor tracking, brand reputation, and market analysis.

airbnb airbnb-listings api data-analysis datasets web-scraper web-scraper-api web-scraping

Last synced: 04 Jan 2026

https://github.com/Zen204/airbnb-availability

A machine learning model that predicts Airbnb listing availability, utilizing feature engineering and supervised learning techniques to improve guest experience and optimize host management.

binary-classification data-analysis data-preprocessing data-visualization feature-engineering machine-learning matplotlib model-evaluation nlp pandas predictive-modeling python scikit-learn seaborn supervised-learning

Last synced: 02 Apr 2025

https://github.com/nafisalawalidris/hotel-reservation-analysis

This project analyses hotel reservation data from Resort Hotels and City Hotels to uncover booking trends and insights. Utilising Microsoft Excel for initial data cleaning, PostgreSQL for data analysis and Tableau for creating visualisations, the project aims to deliver a comprehensive dashboard that highlights key metrics such as booking status.

data-analysis data-cleaning data-visualisation hotel-reservations microsoft-excel postgresql sql tableau tableau-dashboards tableau-desktop tableau-public

Last synced: 06 Jul 2025

https://github.com/lmuffato/project-ting-trybe

Projeto ting - Projeto avaliativo da Trybe do Bloco 37: Estrutura de Dados II: Listas, Filas e Pilhas

data data-analysis python queue read-file stack trybe trybe-projects

Last synced: 12 Jun 2025

https://github.com/joannescode/data-series-with-kaggle

Repositório de notebooks práticos sobre tratamento e análise de datasets

data-analysis matplotlib pandas python

Last synced: 13 Mar 2025

https://github.com/prajakta1321/kaggle-ai-report-2023

A Report describing the trends in emergence of AI over the years !

data-analysis data-visualization python3

Last synced: 28 Jun 2025

https://github.com/bishtrishu/pizza_sales_data_analysis_sql

This project is a comprehensive data analysis of pizza sales, aimed at uncovering key insights and trends to inform business decisions. Using a combination of SQL, Python, and data visualization tools, the project analyzes sales data to understand customer preferences, peak sales periods, and the most popular pizza types.

cloud data data-analysis data-science data-visualization dataanalytics database mysql oracle-database

Last synced: 14 Apr 2026

https://github.com/nafisalawalidris/sales-performance-dashboard

Sales Performance Dashboard: Analyze and visualize sales data using Power BI. Gain insights into trends, customer segments, product performance, and geographic distribution. Make data-driven decisions to optimize sales strategies and maximize revenue.

analytics-revenue dashboard-power-bi data data-analysis intelligence-sales optimization performance sales visualization-business

Last synced: 03 Feb 2026

https://github.com/mariam-badr-mb/gtc-ml-project1-hotel-bookings

The goal of this project is to build a robust data preprocessing pipeline for a hotel booking cancellation prediction model. The focus is not on training the final machine learning model but on ensuring that the dataset is clean, consistent, and ML-ready.

cleaning-data data-analysis exploratory-data-analysis

Last synced: 05 Sep 2025

https://github.com/sijuswamy/data-analytics-using-r

Course Repository for Data Analysis using R- Add-on course

data-analysis

Last synced: 12 Apr 2025

https://github.com/jerela/mola

A Python library for matrix algebra

data-analysis linear-algebra-library matrix-algebra python

Last synced: 14 Jan 2026

https://github.com/husna-poyraz/titanic-machine-learning

Use machine learning to create a model that predicts which passengers survived the Titanic shipwreck.

data data-analysis data-science data-visualization deep-learning machine-learning missing-data outlier-detection python titanic

Last synced: 10 May 2026

https://github.com/phillbertnevinemmanuel/automotivesalesdataanalysis

This marks my inaugural venture into personal data analysis, employing SQL and Python for Correlation Analysis. I've sourced the dataset from Kaggle, specifically focusing on automotive sales. You can find the dataset linked on my website below. I'm excited to share that I've independently managed the majority of tasks involved in this project.

data-analysis dataset microsoft-sql-server python python-lambda sql ssms tsql

Last synced: 14 Mar 2026

https://github.com/lmuffato/dados-meteorologicos-inmet-tratamento

Tratamento e enálise de dados meteorológicos das estações locais fornecidos pelo INMET, utilizando a linguagem R

data-analysis personal-project r rstudio

Last synced: 12 Jun 2025

https://github.com/as16082023/coffee-bean-sales-analysis

Analyzing coffee bean sales data to optimize consumer targeting, product offerings, and strategic marketing in the coffee industry.

coffee-bean-sales dashboard data-analysis data-visualization ms-excel

Last synced: 22 Jan 2026

https://github.com/harmanveer-2546/supply-chain

Supply chain analytics is a valuable part of data-driven decision-making in various industries such as manufacturing, retail, healthcare, and logistics. It is the process of collecting, analyzing and interpreting data related to the movement of products and services from suppliers to customers.

customer-segmentation-analysis data data-analysis data-cleaning data-insights ggplot2 numpy pandas performance-evaluation predictive-analytics-for-business python risk-assessment sales-analysis statistical-analysis supply-chain tidyverse trend-analysis

Last synced: 10 Apr 2026

https://github.com/lightbridge-ks/zoominterface

A data analysis Shiny app of program Zoom report files.

data-analysis r shiny-apps zoom-class zoom-meetings

Last synced: 01 Jun 2026

https://github.com/satvikvirmani/engineering-graduate-salary-analysis

A Data Science/Machine Learning project to analyse and study salary patterns of a engineering graduate in India.

data-analysis data-science jupyter-notebook machine-learning prediction python regression

Last synced: 19 Jun 2026

https://github.com/muneeb1030/dataannotation

This streamlines the process of annotating data for machine learning tasks, making it easier and more efficient for teams to create labeled datasets by leveraging Label Studio and Bulk

bulk data-analysis data-annotation label-studio python

Last synced: 10 May 2026

https://github.com/aravindnathan02/sales-and-customer-analytics

This is a repository for sales and customer performance Tableau dashboard.

customer-dashboard dashboard data-analysis data-visualization sales-analysis sales-dashboard tableau

Last synced: 08 Jan 2026

https://github.com/jcaperella29/stock_evaluation_python

A Python script to classify companies based on financial metrics like Piotroski F-Score and Stock Valuation, using CSV financial data for analysis and output.

ai-in-finance artificial-intelligence classification csv-processing data-analysis expert-system finance financial-analysis financial-analysis-tools piotroski-f-score python quantitative-analysis rule-based-classifier stock-analysis stock-valuation

Last synced: 07 Sep 2025

https://github.com/gallillio/unsupervised_clustering_music_recommendation_system

Music Recommendation System using Unsupervised Machine Learning Clustering Methods using K-Means, Fuzzy C Mean DBSCAN, Gaussian Mixture Model, BIRCH and Agglomerative Clustering

affinity-propagation agglomerative-clustering birch-clustering data-analysis data-visualization dbscan-clustering fuzzy-cmeans-clustering gaussian-mixture-models k-means-clustering pca unsupervised-machine-learning

Last synced: 19 Oct 2025

https://github.com/thomascenni/anfavea-data-analysis

Data analysis with Pandas and Datapane.

data-analysis datapane pandas

Last synced: 06 May 2026

https://github.com/sivas-2/food-demand

This project aims to predict food demand based on historical data, leveraging various statistical methods to achieve accurate forecasts.

data-analysis data-science dataanalysis food-demand-forecasting statistics

Last synced: 12 Aug 2025

https://github.com/gesiscss/wikipedia-language-olga-master

Measuring Gender Inequalities of German Professions on Wikipedia

bias crowdflower data-analysis data-science gender images python statistics wikipedia

Last synced: 10 Apr 2026

https://github.com/moscarde/pyproductivity

Application uptime tracker that monitors active windows, automatically generating daily usage reports.

daily-report data-analysis python tracker

Last synced: 19 Oct 2025

https://github.com/mxagar/airbnb_data_analysis

An analysis of the AirBnB dataset from Euskadi / the Basque Country.

airbnb data-analysis data-science eda feature-engineering modeling pandas regression

Last synced: 25 Apr 2026

https://github.com/brunomontezano/benzocovid

💊 Data Analysis Project of Benzodiazepines during COVID-19 Pandemic.

benzodiazepines covid-19 data-analysis

Last synced: 28 Feb 2025

https://github.com/ryannapp12/quant_trading_engine

A modular, and scalable quantitative trading engine built in Python. This project demonstrates efficient data caching with SQLite, concurrent backtesting, and advanced risk analytics, showcasing best practices in clean code architecture and performance optimization.

algorithmic-trading backtesting dash data-analysis data-visualization fintech lstm machine-learning numpy pandas plotly python quantitative-finance real-time risk-management sqlite technical-analysis tensorflow time-series-analysis trading-strategies

Last synced: 11 Apr 2026

https://github.com/jiachengwang-punch/predictive-analytics-skill

A reusable, multi-model, language-adaptive methodology for end-to-end machine learning analysis of tabular data.

claude-skill codex-skill data-analysis data-science deepseek feature-engineering lightgbm llm machine-learning methodology prompt-engineering tabular-data

Last synced: 30 May 2026

https://github.com/ahmad-ali-rafique/weather-prediction-fcnn

This project demonstrates a complete pipeline for weather prediction using a Fully Connected Neural Network (FCNN). The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation.

ai artificial-intelligence data-analysis data-science deep-learning deep-neural-networks fully-connected-network machine-learning machine-learning-algorithms weather-information

Last synced: 28 Aug 2025

https://github.com/rani-sikdar/python-data-structures

A repository for sharing Python implementations of common data structures and algorithms, including arrays, linked lists, stacks, queues, trees, graphs, and sorting/searching techniques. Perfect for learning, revisiting fundamentals, and collaborating on computer science concepts. Contributions welcome! 🚀

data-analysis data-structure data-visualization numpy-library pandas-dataframe python python-3

Last synced: 30 Mar 2025

https://github.com/ultrasage-danz/weather-data-analysis

Weather Data Analysis notebook project. Created using Google collab

collaboration data-analysis data-science dataset google google-colab-notebook project

Last synced: 24 Mar 2025

https://github.com/luochang212/weibo-analysis

Data analysis based on sina weibo.

data-analysis weibo

Last synced: 03 Apr 2026

https://github.com/airdac/sim-telco_customer_churn

Prediction of customer churn with logistic regression in R. Team project from UPC's Master's Degree in Data Science

classification data-analysis data-science logistic-regression r statistical-models upc

Last synced: 28 May 2026

https://github.com/hifza-khalid/book-management-system-sql

A Book Management System SQL project 📚 featuring tables for Authors ✍️, Books 📖, Customers 👤, and Orders 🛒. Includes sample queries for tracking book sales 💰, pricing by genre 🎭, and customer order history 📅.

book-management data-analysis database-management sql sql-queries

Last synced: 03 Feb 2026

https://github.com/leosimoes/uerj-tcc-analisador-dados-texto

Texto do trabalho de conclusão de curso (TCC) em engenharia de computação. Aplicativo Web para análise de dados.

data-analysis data-science data-visualization python streamlit

Last synced: 24 Mar 2025

https://github.com/whis99/userfunnelanalysis

An ecommerce user funnel conversion data analysis with matplotlib & python.

data-analysis data-analysis-python data-analyst data-visualization google-colab jupyter-notebook matplotlib python

Last synced: 13 Apr 2026

https://github.com/renanmoliveir/analise_de_dados_bikestore_power-bi_atualizan-o

Projeto de análise de dados do banco de dados Bike Store com Power BI.

data-analysis dax-languague powerbi query

Last synced: 15 Mar 2026

https://github.com/leosimoes/udacity-starbucks

Project 3 of the Udacity Machine Learning Engineer Nanodegree Program. Data analysis and machine learning application to Starbukcs data.

aws-iam aws-s3 aws-sagemaker data-analysis data-science machine-learning python

Last synced: 24 Mar 2025

https://github.com/jku-vds-lab/loops

Loops is a JupyterLab extension to support iterative and exploratory data analysis in computational notebooks.

data-analysis data-science data-visualization jupyter jupyter-notebook notebook provenance

Last synced: 29 Jan 2026

https://github.com/ayaanjawaid/google_playstore_data_analysis

This project provides an in-depth analysis of Google Play Store apps and user reviews, focusing on understanding app performance, user sentiment, and key trends in app categories. Using Python, I performed data cleaning, feature engineering, and exploratory data analysis (EDA) on app data and reviews.

data-analysis eda html numpy pandas-dataframe plotly python vizualisation

Last synced: 24 Feb 2026

https://github.com/tqhungdev0605/crawl_200_jd_dataanalyst

Automate job data scraping for 200 Data Analyst postings on https://vn.indeed.com using Python

data-analysis jupyter-notebook python3 scraping selenium

Last synced: 11 Apr 2026

https://github.com/jinkogule/multi-analyst

O Multi Analyst é uma ferramenta de análise de dados com uma usabilidade simples, que utiliza inteligência artificial para interpretar os resultados das análises realizadas, retornando insights úteis aos usuários.

apriori-algorithm bootstrap css data-analysis django html numpy open-ai pandas python web-application

Last synced: 12 Apr 2026

https://github.com/gattiharishkumar/blinkit-sales-analysis-dashboard

This project presents a comprehensive sales analysis dashboard for Blinkit, an Indian last-minute delivery app. The dashboard was created using Power BI and provides a detailed overview of the company's sales performance across various outlets and product categories.

dashboard data-analysis data-transformation data-visualization ms-excel-data-analytics power-query powerbi powerbi-visuals

Last synced: 19 Mar 2026

https://github.com/vidhi1290/zomato-data-analysis

Zomato Data Analysis - Explore the world of Zomato restaurant data through Python and data analysis. Uncover trends and insights using Pandas for data manipulation and Matplotlib for visualization. Join us in this journey to reveal the hidden stories within the data!

data-analysis data-analysis-python data-science data-visualization dataprocessing machine-learning machine-learning-algorithms matplotlib numpy pandas python scikit-learn zomato-data-analysis

Last synced: 11 Apr 2026

https://github.com/jeniljani-4444/end-to-end-world-cup-analysis-web-app

Our streamlined Streamlit web app fetches and processes ESPN CricInfo data delivering dynamic graphs for a quick and engaging cricket experience. Deployed on AWS EC2 with CI/CD pipelines.

aws-ec2 data-analysis plotly preprocessing streamlit-webapp

Last synced: 02 Apr 2025

https://github.com/cano1998/eda-survival-of-the-titanic

This project focuses on Exploratory Data Analysis (EDA) to identify the key determinants that influenced survival during the infamous Titanic accident.

data-analysis data-cleaning data-preprocessing data-visualization exploratory-data-analysis jupyter-notebook titanic-survival-exploration

Last synced: 21 Jun 2026

https://github.com/rara-ch/data-analysis-portfolio

This repository to store my data analytics projects, showcasing my skills in SQL and Python.

data-analysis mathematics matplotlib numpy pandas portfolio probability python seaborn sql statistics

Last synced: 12 Mar 2025

https://github.com/geetisha/sales_insight_data_analysis_using_sql_and_tableau-etl-

Sales Insights - A Data Analysis Project performed on Tableau & SQL Topics

dashboard data-analysis data-visualization mysql project sales-analysis sql tableau

Last synced: 07 Jan 2026

https://github.com/tks18/pyquery

PyQuery is a local-first data operating system built on lazy execution that processes 100GB+ files while you doomscroll. No cap. 🧢

data-analysis data-science etl hdfs parquet pipeline polars python

Last synced: 14 Jan 2026

https://github.com/asifdotexe/flipkart-electric-scooter-data-analysis

In this project, I have web scraped Electric Scooter data from Flipkart and turn it into a csv file for further analysis

beautifulsoup4 data-analysis data-science flipkart webscraping

Last synced: 29 May 2026

https://github.com/whitehathackerpr/data-visualization-tool

This is a Python-based web application that allows users to upload datasets, analyze data, and create visualizations interactively. The tool is designed for ease of use and provides a simple interface to perform basic data analysis and generate visualizations

data data-analysis data-visualization python python3

Last synced: 05 Sep 2025

https://github.com/smahala02/calorimtery

A calorimetry lab project involving Python and Excel for computing heat transfer from experimental data.

calorimetry chemistry data-analysis excel jupyter-notebook python thermodynamics

Last synced: 05 Feb 2026

https://github.com/0xpr03/clantool

CF Management & Data Analysis Tool, crawler backend in rust

backend-server crawler data-analysis rust

Last synced: 05 Feb 2026

https://github.com/atymri/linqsimulator

LINQ Simulator is an interactive C# console application designed to let you experiment with LINQ queries in real time.

console csharp data data-analysis linq query sql

Last synced: 23 Oct 2025

Data analysis Awesome Lists
awesome-R 486 Awesome-Geospatial 1,521 awesome-python-data-science 382 awesome-TS-anomaly-detection 55 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 awesome-data-analysis 936 data-science-with-ruby 101 awesome-data-agents 155 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-qlik 32 awesome-ethereum-analytics 45 awesome-data-journalism 195 awesome-saas 90 Environmental-Data-Science 51 Road2R 265 awesome-web3 67 SORTED 95 awesome-data-science 83 fucking-awesome-R 378 awesome-data-analytics 77 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 419 Table of Contents 308 Machine Learning 243 R 241 Reading corner 196 文本数据和NLP 190 Python 168 📑 Paper List 160 Rust 144 数据可视化 133 Books 132 机器学习框架 128 图像数据与CV 115 Podcasts 109 模型的可解释性 104 ⚡ Productivity 101 超参数优化和AutoML 100 🧠 AI Applications & Platforms 96 Tutorials 94 🐍 Python 91