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Experiments with Adam/AdamW/amsgrad
We proposed the simple adaptive activation functions deep neural networks. The proposed method is simple and easy to implement in any neural networks architecture.
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
机器学习
Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
when using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://arxiv.org/abs/2210.02202
This is code of book "Learn Deep Learning with PyTorch"
Codes for some of my co-authored journal/conference papers
深度学习部分的笔记
Deep Reinforcement Learning
EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.
All benchmarks, examples and applications cases to be run by Kratos. Note that unit tests are in Kratos repository and NOT here
Some Algorithms for Finite Element Modeling
This model's weights are converted from Flownet of Nvidia
A Surrogate Model with Data Augmentation and Deep Transfer Learning for Temperature Field Prediction of Heat Source Layout
A robot powered training repository :robot:
Java开源项目之「自学编程之路」:学习指南+面试指南+资源分享+技术文章
Deep Learning for humans
Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning
A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics
为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)的ML算法程序。
哔哩哔哩视频代码
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
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.