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

Data Science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

https://github.com/stephen-adwini-badu/10.-bank-churn-project

This project aims to predict customer churn in a banking environment using machine learning models. The goal is to identify patterns in customer behavior that lead to churn and use predictive analytics to classify customers as churners or non-churners.

churn-prediction data-science jupyter-notebook machine-learning predictive-modeling

Last synced: 12 Jul 2025

https://github.com/ygalvao/py-easy-scrape

Useful wrappings to Selenium-based web scrapers.

data-science scraper scraping selenium web-scraping webdriver webscraping

Last synced: 03 Jan 2026

https://github.com/arangogutierrez/goreduce

A map reduce example made in pure Go

data-science golang mapreduce twitter twitter-bot

Last synced: 04 Apr 2025

https://github.com/assem-elqersh/e-commerce-customers-segmentation

This Repository is a Part of MSC EELU Data Science & Machine Learning Bootcamp Final Project

clustering-algorithms customer-segmentation data-science e-commerce machine-learning targeted-marketing

Last synced: 10 Apr 2026

https://github.com/michaelosthege/gittrail

Context manager for enforcing links between data pipeline outputs and git history.

data-lineage data-science

Last synced: 05 Nov 2025

https://github.com/diusmontenegro/pyproject-linear-regression

This code implements a simple linear regression model to generate a dataset and fit a line of best fit. The model calculates R^2 score to evaluate performance. The dataset is plotted using matplotlib library.

data-analytics data-science linear-regression

Last synced: 16 Aug 2025

https://github.com/nouman6093/advanced-statistical-models

in this repository i will upload everything i have learned about data science advanced statistical models. there are over 42 statistical models. each of them work on algorithms. and there are over 32 algorithms. each library has its own way of writing such statistical models. after learning i will try to upload as much statistical models as possibl

data data-analysis data-science data-visualization

Last synced: 11 Jun 2026

https://github.com/rjzak/gogrammer

Generates byte ngrams from a collection of files with customisable parameters.

data-science golang malware-analysis ngrams

Last synced: 17 Jul 2025

https://github.com/prankshaw/election-analytica

Analyzing previous election results for Haryana Vidhan Sabha and other factors and to compare them with various parameter to conclude results.

anaconda collection data-analysis data-science data-visualization elections jupyter-notebook python python-3 wrangling

Last synced: 16 May 2026

https://github.com/kredde/corona-outbreak

Outbreak analysis of Coronavirus in Italy

corona coronavirus coronavirus-tracking data-science

Last synced: 29 Jun 2025

https://github.com/smac-group/idarps

Package for class "Modelling and Data Analysis for Pharmaceutical Sciences" (Introduction to Data Analytics with R for Pharmaceutical Sciences- idarps))

analytics data-science dataset r

Last synced: 04 Oct 2025

https://github.com/talhaahussain/ufc-outcome-analysis

Continuous Assessment for ECM3420 - Learning From Data, set by Dr. Chico Camargo, Dr Diogo Pacheco and Dr Marcos Oliveira (Year 3, Semester 1). Involves the use of machine learning methods to explore the best predictors for outcomes of UFC fights, based on historical data.

analytics data-science machine-learning ufc

Last synced: 25 Jun 2026

https://github.com/marc-kruiss/world-natural-disaster-notebook

Jupyter Notebook for representing the data of world-natural-disaster events

data-science data-visualization jupyter jupyter-notebook natural-disasters notebook python

Last synced: 15 May 2026

https://github.com/evangks/k-means-clustering-synthetic-dataset

Customer Segmentation using K-Means Clustering: A complete machine learning workflow for segmenting customers based on synthetic demographic and spending data, with visualizations, evaluation metrics, and reproducible Jupyter notebook.

clustering customer-segmentation data-science jupyter-notebook k-means-clustering machine-learning portfolio-project python27 scikit-learn unsupervised-learning

Last synced: 10 Mar 2026

https://github.com/md-emon-hasan/ml-project-bangalore-house-price-prediction

๐Ÿ  Predicting house prices in Bangalore. Includes data preprocessing, training, and provide accurate pricing predictions based on various input features.

data-science feature-engineering house-price-prediction ml predictive-modeling real-estate real-estate-price-prediction

Last synced: 02 Mar 2025

https://github.com/dr-montasir/fluxor_template

A Fluxor web framework template. Deploy to Railway (https://railway.com) in almost 3 minutes. Before pushing to GitHub, just change the host to 0.0.0.0 and the port to 10000.

data-science fluxor framework template web

Last synced: 23 May 2026

https://github.com/elvis-not-presley-one/lostcassowary

LostCassowary is an Minecraft data miner that searches region files/.MCA files for data from the game, this one can search for banners, signs, biomes, blocks

data data-mining data-science dataminer minecraft nbt nbt-parser scraper

Last synced: 12 Apr 2025

https://github.com/ebonnal/ebonnal.github.io

Where I start to summurize my notes and works.

algorithmic data-engineering data-science development software-engineering

Last synced: 19 Feb 2026

https://github.com/soumyaco/hotel-price-data-analysis

Data analysis on Indian hotels price. A beginners guide to data analysis.

data-analysis-python data-science data-visualization matplotlib seaborn-plots

Last synced: 01 Aug 2025

https://github.com/flynnoconnell/metricspace

This repository hosts a Python implementation of the metric space analysis algorithms conceptuallized in Victor & Purpura 1996.

classification data-science metrics-visualization time-series-analysis visualization

Last synced: 09 Mar 2026

https://github.com/ishanoshada/matplot3dex

A Matplotlib 3D Extension package for enhanced data visualization

data data-science matplotlib python-packages scikit-learn

Last synced: 05 Jan 2026

https://github.com/bytraembedded/Laptop-Price-Prediction-with-Machine-Learning

The Laptop Price Prediction with Machine Learning project provides a system to predict the price of laptops based on various features such as processor type, RAM size, storage capacity, and more/

airflow data data-science data-visualization fastapi heroku-deployment machine-learning-algorithms matplotlib-pyplot numpy pandas python reactjs seaborn

Last synced: 30 Dec 2025

https://github.com/julioaranajr/using_matplotlib

Matplotlib is a comprehensive 2D plotting library for the Python programming language.

data-science matplotlib numpy-library pillow-library python python3 scipy-library tkinter

Last synced: 26 Feb 2025

https://github.com/makepath/medaprep

medaprep is a data preparation and feature engineering toolkit for geospatial applications.

data data-science datacleaning eda exploratory-data-analysis xarray

Last synced: 29 Jun 2025

https://github.com/serhatderya/house-prices---advanced-regression-techniques

This machine learning model was developed for "House Prices - Advanced Regression Techniques" competition in Kaggle by using several machine learning models such as Random Forest, XGBoost and LightGBM.

ai artificial-intelligence data-science ju jupyter-notebook lightgbm lightgbm-regressor machine-learning machinelearning prediction python random-forest random-forest-regression regression scikit-learn xgboost xgboost-regression

Last synced: 28 Apr 2026

https://github.com/isatyamks/beautifulsoup-webscraper

my learning journey into web scraping using the BeautifulSoup library

beautifulsoup data-science python3 webscraping

Last synced: 23 Jul 2025

https://github.com/ackwolver335/pydatascience

It is a general repository that is used in order to learn Data Science with the use of Python Programming language, and here it is a course from Scratch.

data-science matplotlib-pyplot numpy-arrays pandas-dataframe programmer programming-language python python3 pythonprojects

Last synced: 14 May 2026

https://github.com/gandhasiri-rahul-mohan/decision-tree-q2-fraud_data

Use decision trees to prepare a model on fraud data treating those who have taxable_income <= 30000 as "Risky" and others are "Good"

data-science decision-trees machine-learning python

Last synced: 18 Apr 2026

https://github.com/renan-siqueira/python-x-ray-effect-tool

A useful tool for creating datasets with characteristics of x-ray images

data-science image-transformations mit-license pillow python x-ray x-ray-images x-ray-simulation

Last synced: 01 Aug 2025

https://github.com/mmenock/mmenock.github.io

Data/Bussiness Analysis | Machine learning portfolio

data-science data-visualization deep-learning machine-learning powerbi

Last synced: 18 Jun 2026

https://github.com/subugoe/leine

Data Pipelines for @subugoe/wag

data-pipeline data-science rstats

Last synced: 18 Mar 2025

https://github.com/jinglescode/ds-project-starter

This is a starter template for data science projects; it contains the file structure and presents some codes to guide you.

data-science starter starter-kit starter-template template

Last synced: 27 Feb 2025

https://github.com/akarshankapoor7/adaboost_tutorial

The AdaBoost (Adaptive Boosting) algorithm is a popular ensemble method used in machine learning to improve the performance of weak classifiers. It combines multiple weak classifiers to create a strong classifier, focusing more on the misclassified instances in each subsequent iteration.

adaboostclassifier data-science ensamble-methods

Last synced: 03 Oct 2025

https://github.com/moeeinaali/fop2023-python-project-sut

Fundamental of Python Programming - Fall 2023 - Instructor: Mr. Malekzadeh

data-science fundamentals-of-programming matplotlib numpy pandas python

Last synced: 18 Jul 2025

https://github.com/gabrielrovesti/unipd-bachelor-master-computer-science-notes

The most comprehensive and organized collection of notes for University of Padua (UNIPD) Computer Science Bachelor and Master Degrees, including Data Science, Cybersecurity and more.

appunti appunti-universitari computer-science cybersecurity data-science informatica latex notes unipd

Last synced: 24 Jul 2025

https://github.com/pradipece/two_dimensional_data_visualization

This repository for different kinds of Data science and Machine learning project

data-science data-visualization jupyter-notebook machine-learning matplotlib numpy pandas python seaborn sklearn statistics

Last synced: 11 Apr 2026

https://github.com/zjiayao/stat7614

Understanding Admission Results of CS Graduate Programs in U.S. Universities

data-science graduate-application statistical-learning

Last synced: 11 Apr 2025

https://github.com/teja-1403/breast-cancer-detection-using-python

A machine learning project for breast cancer detection, classifying images as Benign, Malignant, or Normal using models like SVM and Random Forest. Includes pre-processing, performance evaluation and focusing on advancing medical imaging through classification and analysis techniques.

data-science data-visualization internship-project machine-learning-algorithms python

Last synced: 17 May 2026

https://github.com/quansight-labs/jupyter-a11y-mgmt

๐Ÿš€โ™ฟ๏ธ Project management for CZI Jupyter accessibility grant

accessibility accessibility-testing data-science education jupyterlab python research scientific-computing

Last synced: 19 Feb 2026

https://github.com/akashash01/data_forcasting

Technique(time-based model) that uses historical data as inputs to make informed estimates that are predictive in determining the future trends.

arima-forecasting data-science datavisualization machine-learning pandas python time-series

Last synced: 17 May 2026

https://github.com/zrkhadija/discovering-rare-genomic-subtypes-pan-cancer-cancer-specific-clustering

Goal: Look at all samples together, regardless of cancer type. Purpose: Identify broad clusters that might cut across cancer types. Possibly find patterns that indicate a sampleโ€™s behavior is more similar to another cancer type (interesting cross-cancer subtypes).

autoencoder cancer-genomics clustering data-science deep-learning personal-project pytorch research-project unsupervised-learning

Last synced: 09 May 2026

https://github.com/grdddj/ordinals-statistics

Statistics and interesting facts about ordinals on BTC

btc data-science ordinals python

Last synced: 24 Jul 2025

https://github.com/nirmit27/book-recommender-system

This is a book recommendation system based on item-based Collaborative Filtering memory-based model created using Flask.

data-analysis data-science flask python python3 recommender-system render

Last synced: 05 May 2026

https://github.com/horisystems/uk_ev_data_analysis

Analysis of Electric Vehicle charging infrastructure in the United Kingdom.

data data-science electric-vehicles ev python uk united-kingdom

Last synced: 12 Jan 2026

https://github.com/ekgf/ekglib

A Python library for EKG DataOps operations

data-science dataops ekg knowledge-graph ldap semantic-tech xlsx

Last synced: 11 Aug 2025

https://github.com/guslovesmath/cnn_brain_tumor

Built a CNN for MRI brain tumor classification (Glioma, Meningioma, No Tumor, Pituitary) with 99.4% accuracy. Used data augmentation, optimized learning rates (Adam), and included EarlyStopping, ReduceLROnPlateau for superior performance, averting overfitting. Boosts early, accurate diagnosis, advancing medical treatment.

classification convolutional-neural-networks data-science deep-learning

Last synced: 14 Mar 2025

https://github.com/follen99/algorithmsanddatastructures_java

Questa รจ una serie di esempi di algoritmi e strutture dati scritti in linguaggio Java

algorithms algorithms-and-data-structures data-science data-structures java

Last synced: 05 Nov 2025

https://github.com/tim-hub/coursera_capstone

for the data sciense capstone of IBM on Coursera

coursera coursera-machine-learning data-science ibm ibm-cloud

Last synced: 17 Mar 2025

https://github.com/shimul-zahan/ml-bootcamp

A personal learning repository for mastering Machine Learning concepts and techniques. It includes practical projects, hands-on exercises, and solutions covering topics such as regression, classification, neural networks, NLP, and more, using Python and popular ML libraries like scikit-learn, TensorFlow, and pandas.

classification data-science deep-learning machine-learning machine-learning-algorithms neural-networks nlp-machine-learning projects regression

Last synced: 09 Mar 2026

https://github.com/giorgiosavastano/process

processing-chain provides a convenient way to seamlessly set up processing chains for large amounts of data.

big-data data data-science parallel parallel-computing process processing processing-chain rust

Last synced: 05 Oct 2025

https://github.com/agn-7/machine_learning_projects

Simple Machine Learning and Data Science projects as tutorials.

data-science knn lda logistic-regression machine-learning naive-bayes-classifier nbc pca python qda tutorial

Last synced: 27 May 2026

https://github.com/akarshankapoor7/dynamic_pricing_model_in-python

Dynamic Ride Pricing App This is a Streamlit web application designed to implement a dynamic pricing model for ride-sharing platforms.

data-science dynamic-pricing plotly-python random-forest-regressor streamlit-application supply-chain

Last synced: 03 Nov 2025

https://github.com/fmind/cookiecutter-science

Template to generate a data science project

cookiecutter data-science project python template

Last synced: 18 May 2026

https://github.com/yuvraj0412s/proactive-fraud-detection-using-machine-learning

An end-to-end machine learning project for detecting financial fraud using LightGBM, featuring in-depth EDA, advanced feature engineering, and a focus on actionable business insights.

class-imbalance classification-model data-analysis data-science data-visualization exploratory-data-analysis feature-engineering fintech fraud-detection jupyter-notebook lightgbm machine-learning pandas python scikit-learn smote

Last synced: 02 May 2026

https://github.com/supersjgk/marketing_campaign_analysis

A Data Science project for Marketing Campaign Analysis

data-science marketing-analytics marketing-campaigns pyspark sparkml

Last synced: 14 May 2026

https://github.com/pavelgrigoryevds/olist-deep-dive

๐ŸŒŠ Deep Sales Analysis of Olist E-Commerce: EDA | Time Series| Viz | RFM | NLP | Geospatial | Segmentation & Actionable Business Recommendations.

business-recommendations clusterization data-analysis data-analytics data-science deep-analysis e-commerce eda feature-engineering geospatial jupyter-notebook nlp pandas plotly preprocessing python rfm statistics time-series visualization

Last synced: 07 May 2026

https://github.com/contreau/mcscrape

A web scraping data science project that sought to find correlation between low per capita income and number of McDonald's restaurants across Massachusetts.

data-science jupyter-notebook python

Last synced: 19 May 2026

https://github.com/alisonmitchell/boston-housing

Investigation of the Boston housing dataset to evaluate, train and test a regression model to predict house prices.

data-science machine-learning matplotlib numpy pandas python scikit-learn scipy seaborn

Last synced: 10 Apr 2026

https://github.com/tushar2704/clv-prediction

The primary goal of the Customer Lifetime Value Project is to develop a robust framework for predicting the potential value that a customer will generate over the course of their relationship with the business. By analyzing historical customer data and behavior, the project aims to create models that can forecast the expected revenue

artificial-intelligence clv data-science prediction pyhton tushar2704

Last synced: 04 Nov 2025

https://github.com/nurulashraf/comparative-regression-fish-dataset

This analysis compares multiple linear regression and polynomial regression models using fish measurement data. It evaluates prediction accuracy through MSE, RMSE, Rยฒ, and Adjusted Rยฒ, and tests model performance on newly generated dummy data.

data-science linear-regression machine-learning polynomial-regression

Last synced: 06 May 2025

https://github.com/fed135/zipfian-generator

Generate large data sets with a given z-distribution

data-science generator hacktoberfest zipfian

Last synced: 26 Feb 2025

https://github.com/computingvictor/payments_fraud_api

Deployment of the Payments Fraud Practice using Docker, Flask and Power BI

api cunef data-science docker flask fraud html machine-learning powerbi python

Last synced: 07 Apr 2026

https://github.com/farial-mahmod/natural_disasters_visualization

Data visualization of death toll by natural disasters - written in Python3 using tkinter (GUI) and matplotlib (Visualization) .

data-science graphical-user-interface natural-disasters visualization

Last synced: 09 Apr 2025

https://github.com/hrolive/feedzai-catch-the-fraudster

The goal of the competition was to predict fraudulent transactions on a dataset with about 40 million instances, with some characteristics similar to the datasets processed by Feedzai.

anomaly-detection data-science dataset deep-learning fraud-detection kaggle machine-learning

Last synced: 18 Aug 2025

https://github.com/marcelo-earth/dsrp-webscraping-algorithms

๐Ÿ’ป๐Ÿ•ท Development of Python scrapers for Peru main newspapers

data-science news requests volunteering webscraping

Last synced: 04 Apr 2025

https://github.com/yeisonmontoya1815/special-topics-in-data-analytics

In my PDD Data Analytics studies at Douglas College, the Special Topics course stands out as a crucial component. This specialized module delves into advanced aspects of data analysis beyond the core curriculum, offering a deep exploration of intricate domains. Through this focused study, I aim to enhance my proficiency in handling complex datasets

analytics data-science jupyter-notebook python structured-data unstructured-data

Last synced: 18 May 2026

https://github.com/primaryobjects/penney

A map plot of JCPenney store closings.

data-science geocoding ggplot2 map mapping r

Last synced: 04 Apr 2025

https://github.com/curiousily/alien-vs-predator-tensorflow-js-classification

Build a simple Convolutional Neural Network with TensorFlow.js and use it to classify images of Aliens and Predators

convolutional-neural-networks data-science deep-learning javascript machine-learning neural-networks tensorflow

Last synced: 15 May 2026

https://github.com/pritam-stats/ds_assignments

This repository contains the assignments, done by me, of Data Science Course from PW. Uses of Python, Jupyter notesbooks, data sets, ML, Statistics.

data-science machine-learning pyhton statistics

Last synced: 28 Mar 2025

https://github.com/vatshayan/hiring

Hiring for Data Science, Cryptography, Machine Learning and Artificial Intelligence.

cryptography data-science data-visualization datasets hiring internship internship-task machine-learning machine-learning-algorithms

Last synced: 09 Mar 2026

https://github.com/rayyan9477/multiple-disease-prediction-system

This repository contains a Multiple Disease Prediction System leveraging machine learning techniques for accurate predictions. It utilizes Python, Pandas, Scikit-learn, and Flask for data preprocessing, model building, and web deployment. Explore the project and connect on LinkedIn for collaborations.

data-analysis data-science machine-learning python streamlit

Last synced: 10 Apr 2026

https://github.com/mews-labs/dataframe-memory

This tools aims to provide simple solution to save memory when using pandas' data frame.

data data-science memory-usage pandas-dataframe python3

Last synced: 22 May 2026

https://github.com/vitia-fritelle/ipynb_converter

Jupyter notebook to Python file conversor

data-analysis data-science jupyter-notebook python

Last synced: 28 Apr 2026

https://github.com/emso-exe/falsificacao_de_cedulas_banco_central_do_brasil

Projeto de anรกlise de falsificaรงรฃo de cรฉdulas de real (R$) com base nos dados do site dadosabertos.bcb.gov.br.

analise-de-dados ciencia-de-dados dashboard data-analytics data-science datascience powerbi python python-3 python3

Last synced: 13 Apr 2026

https://github.com/stephen-adwini-badu/07.-ticket-forecasting-project

This project focuses on analyzing ticket sales data and engineering features to improve forecasting accuracy. By leveraging advanced data analysis techniques and machine learning models, the project aims to provide a reliable forecasting mechanism to predict ticket demand trends.

data-science gradient-boosting jupyter-notebook machine-learning predictive-modeling random-forest

Last synced: 02 Aug 2025

https://github.com/alinababer/customer-reviews-analysis-with-machine-learning-deep-learning---stv-voting-method

In this project, the user writes a review of a cosmetics product, and Sentiment Analysis detects positive or negative sentiment in the text, which is frequently used to improve the business's reputation among their customers. We developed Robust STV Modelling algorithm to improve the products reviews sentiment analysis with Natural Language Process

data-science deep-learning machine-learning natural-language-processing nlp single-transferable-vote

Last synced: 03 Apr 2025

https://github.com/hypertextassassin0273/learn_data_science

My data science daily tasks + related university course content

data-science dsci jupyter-notebook

Last synced: 08 Jul 2026

https://github.com/patilni3/matplotlib-in-depth

Python's Matplotlib Library for Data Analysis, Machine Learning, Data Science and many more...

data-analysis data-representation data-science data-visualization matplotlib matplotlib-pyplot plots-in-python powerbi seaborn

Last synced: 03 Apr 2025

Data Science Awesome Lists
awesome-datascience 944 Awesome-pytorch-list 707 awesome-bigdata 668 awesome-R 486 awesome-mlops 314 awesome-jupyter 208 awesome-computer-science-opportunities 153 awesome-python-data-science 382 football_analytics 56 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-streamlit 101 awesome-fraud-detection-papers 225 yt-channels-DS-AI-ML-CS 195 awesome-generative-ai-data-scientist 180 awesome-google-colab 73 awesome-data-analysis 936 CV-pretrained-model 103 StarryDivineSky 108 awesome-learn-datascience 43 data-science-with-ruby 101 awesome-r-learning-resources 140 awesome-data 32 awesome-feature-engineering 69 awesome-data-agents 155 awesome-time-series-segmentation-papers 135 awesome-ai 493 DMG-Data-Science-Awesome 198 awesome-materials-informatics 133 ai-catalog 294 awesome-python 956 Awesome-Distributed-Deep-Learning 44 machine-learning-resources 56 Data-Science 71 awesome-h2o 96 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-ml-blogs 95 awesome-arcgis-developers 182 data-science-learning-path 70 100-AI-Machine-learning-Deep-learning-Computer-vision-NLP 244 Data-Engineering-Roadmap 119 awesome-code-benchmark 232 awesome-kubeflow 152 awesome-python-machine-learning-resources 1,884 awesome-data-contracts 58 awesome-Iran-datasets 82 awesome-AI-tutorials-surveys 134 recommendations-for-engineers 1,200 awesome-computer-vision-resources 307
Data Science Categories
A01_ๆ–‡ๆœฌ็”Ÿๆˆ_ๆ–‡ๆœฌๅฏน่ฏ 2,414 Uncategorized 1,827 Languages 1,012 ๅ‰็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 767 Books 624 The Data Science Toolbox 599 Table of Contents 590 ๅ…ถไป–_ๆœบๅ™จๅญฆไน ไธŽๆทฑๅบฆๅญฆไน  550 Machine Learning 531 100 + ๐—”๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฎ๐—น ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜ ๐—Ÿ๐—ถ๐˜€๐˜ ๐˜„๐—ถ๐˜๐—ต ๐—ฐ๐—ผ๐—ฑ๐—ฒ 495 Research Articles and Reports 424 Python 406 Literature and Media 385 ็ฝ‘็ปœๆœๅŠก 368 Data Versioning for Machine Learning 361 Awesome Resources 356 Paper implementations 341 ๅŽ็ซฏๅผ€ๅ‘ๆก†ๆžถๅŠ้กน็›ฎ 319 ๅ…ถไป–_ๆœบๅ™จ่ง†่ง‰ 315 Tools 298