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I will implement some classical machine learning algorithms using raw python in this tutorial, including decision tree (ID3, C4.5, CART), gradient boosting decision tree (GBDT), support vector machine, logistic regression, navie bayes, k nearest neighbors, expectation maximation and adaboost.
A collection of research papers on decision, classification and regression trees with implementations.
A curated list of awesome Deep Learning tutorials, projects and communities.
Random Forest - a curated list of resources regarding random forest
K-Means++(HCM), Fuzzy C-Means(FCM), Hierarchical Clustering, DBscan
K-means Clustering Algorithm in pure Python 3.5 (solved with Lloyds algorithm)
The Python programming language
Customer Segmentation in Online Retail using Python. Perfromed Cohorts Analysis & RFM+Kmeans
缠中说禅技术分析工具;缠论;股票;期货;Quant;量化交易
Tableau
A walk-through of data science basics using PySpark, MLflow and the Titanic dataset
决策树分类(ID3,C4.5,CART)
Python code for training fair logistic regression classifiers.
An Industrial Grade Federated Learning Framework
github demo
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Sample code for the Tableau JavaScript API
A Python implementation of k-means clustering algorithm
Customer segmentation using k-means clustering in python
Learning Tableau 2020, published by Packt
Various projects in Linear Regression, Logistic Regression, k Nearest Neighbors, Decision Trees, Random Forests, SVM
Naive Bayes SVM for Sentiment Analysis
Command-line tool to generate useful plots
Practical Data Analysis using Jupyter Notebook, published by Packt Publishing
High-Performance Symbolic Regression in Python
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.