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adam-experiments

Experiments with Adam/AdamW/amsgrad

adaptive_activation_functions

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

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

annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

apachecn_ml

机器学习

cann

Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials

cann-1

when using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://arxiv.org/abs/2210.02202

cec2006

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

codes

Codes for some of my co-authored journal/conference papers

deep-apce

deep-learning-note

深度学习部分的笔记

deep-polynomial-chaos-neural-network-method

deeprl-chinese

drl

Deep Reinforcement Learning

easyrobust

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

examples

All benchmarks, examples and applications cases to be run by Kratos. Note that unit tests are in Kratos repository and NOT here

fatigue-life-prediction-of-aluminum-alloy

finite-element-modeling

Some Algorithms for Finite Element Modeling

flownet1.0-using-keras

This model's weights are converted from Flownet of Nvidia

fpn_hsl-tfp

A Surrogate Model with Data Augmentation and Deep Transfer Learning for Temperature Field Prediction of Heat Source Layout

github-slideshow

A robot powered training repository :robot:

ismo_airfoil

javacollection

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

keras

Deep Learning for humans

labelfree-dnn-surrogate

Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning

lswr_loss_function_pinn

A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics

machine-learning-for-beginner-by-python3

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。

matlab-machine

哔哩哔哩视频代码

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training