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:books: List of awesome university courses for learning Computer Science!
C语言手撕机器学习/深度学习算法
CART(classification and regression trees,分类回归树)
A complete computer science study plan to become a software engineer.
Mini website for testing both general CS knowledge and enforce coding practice and common algorithm/data structure memorization.
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
吴恩达老师的机器学习课程个人笔记
Implementation of categorical decision tree in C++
Implements Decision tree classification and regression algorithm from scratch in Python.
Decision tree implementation in C++ to classify and predict salary of people using ID3 and C4.5 algorithms
Example of Decision Tree Classifier and Regressor in Python.
决策数的ID3算法实现
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
Gradient boosting decision trees.
python实现GBDT的回归、二分类以及多分类,将算法流程详情进行展示解读并可视化,庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Pure Python implementation of machine learning algorithms
📚 C/C++ 技术面试基础知识总结,包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.
:books: 面试相关的基础知识整理,持续更新中~
:monkey:LeetCode、剑指Offer刷题笔记(C/C++、Python3实现)
This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.
LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀
LeetCode 101:和你一起你轻松刷题(C++)
decision tree for cart, ID3, random forest, gbdt
Library implementing decision trees and random forests.
:star2:【Numpy 手写实现】SVM 支持向量机 | KNN K近邻 | Kmeans | Logistic Regression 逻辑回归 | Maximum Entropy 最大熵 | Naive Bayes 朴素贝叶斯 | Perception 感知机 | Decision Tree 决策树 | Random Forest 随机森林 | DBDT | GDA 高斯判别分析 | PCA 主成分分析 | LDA 线性判别分析
A complete daily plan for studying to become a machine learning engineer.
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
Models and examples built with TensorFlow
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.