Industrial Benchmark

We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.

CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras

A collection of various deep learning architectures, models, and tips

Must-read papers on graph neural networks (GNN)

Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling

We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.

Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling

Intuitive Physics of Dynamic Environments using DNNs, GANs, and RNNs

Keras implementations of Generative Adversarial Networks.

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

A curated list of awesome Deep Learning tutorials, projects and communities.

📝 An awesome Data Science repository to learn and apply for real world problems.

机器学习原理

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

机器学习算法python实现

机器学习相关教程

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

机器学习资源大全中文版，包括机器学习领域的框架、库以及软件

Keras_test

数据挖掘18大算法实现以及其他相关经典DM算法