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Data augmentation using synthetic data for time series classification with deep residual networks
Advanced Deep Learning with Keras, published by Packt
Anomaly detection related books, papers, videos, and toolboxes
Notes on Scientific Computing for Biomechanics and Motor Control
Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;本册有,584幅图,81个代码文件,其中18个Streamlit App;状态:清华社五审五校中;Github稿件基本稳定,欢迎提意见,会及时修改
⛔️ DEPRECATED brew: Python Ensemble Learning API
深度学习论文翻译,包括分类论文,检测论文等
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
A collection of various deep learning architectures, models, and tips
DeepSurv is a deep learning approach to survival analysis.
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
List of Data Science Cheatsheets to rule the world
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/
:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题,网站已下线!!】
Submission to https://pytorch.org/hub/
Introduction to Python: Numerical Analysis for Engineers and Scientist. In 2017, Python became the world's most popular programming language. This course covers the basic syntax, linear algebra, plotting, and more to prepare students for solving numerical problems with Python.
Keras implementation of LSTM Variational Autoencoder
记录Learning from data一书中的习题解答
李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes
《统计学习方法》的代码实现
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
:crystal_ball: Life is short, you need PyTorch.
数学基础
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning.
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。
notes about machine learning
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.