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:earth_americas: machine learning algorithms tutorials (mainly in Python3)
机器学习笔记,来源于:李航的《统计学习方法》 周志华的《机器学习》 Peter Harrington 的《机器学习实战》 以及Python的 Scikit-Learn 开源库。
:fish::fish::fish: 机器学习面试复习资源
Implementations for my blog post [here](https://medium.com/@TalPerry/deep-learning-the-stock-market-df853d139e02#.flflpo3xf)
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
Machine Learning in Finance: From Theory to Practice Book
模板网
Modern Computer Vision with PyTorch, published by Packt
Regularization paths for SCAD- and MCP-penalized regression models
:cop: officer: office documents from R
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Tensorflow implementation of preconditioned stochastic gradient descent
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
R for data science
RNA sequencing analysis pipeline using STAR, RSEM, HISAT2 or Salmon with gene/isoform counts and extensive quality control.
Cleveland Clinic Bioinformatics Workshop for RNA-Seq data analysis
Docker image for executing SADI services in a Galaxy server
Easy interactive web applications with R
stable diffusion webui colab
Computation using data flow graphs for scalable machine learning
Simple tutorials using Google's TensorFlow Framework
Course materials for the TOPMed Analysis Workshop, August 7-9, 2017
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
trial
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.