Pinned Repositories
1D-ResNet-SE-LSTM
Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' https://www.biorxiv.org/content/10.1101/2023.03.29.534672v1 & https://peerj.com/articles/cs-1561/
AdaptiveFilterandActiveNoiseCancellation
Adaptive Filter and Active Noise Cancellation —— LMS, NLMS, RLS
annotated_deep_learning_paper_implementations
🧑🏫 50! 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, ... 🧠
AudioSignalProcessingForML
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
awesome-pruning
模型剪枝总结
bear_fault_diagnosis
Bearing fault diagnosis model based on MCNN-LSTM
bearing_detection_by_conv1d
Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
lihang-code
《统计学习方法》的代码实现
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
timeline888's Repositories
timeline888/Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
timeline888/lihang-code
《统计学习方法》的代码实现
timeline888/pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
timeline888/1D-ResNet-SE-LSTM
Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' https://www.biorxiv.org/content/10.1101/2023.03.29.534672v1 & https://peerj.com/articles/cs-1561/
timeline888/annotated_deep_learning_paper_implementations
🧑🏫 50! 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, ... 🧠
timeline888/AudioSignalProcessingForML
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
timeline888/awesome-pruning
模型剪枝总结
timeline888/bear_fault_diagnosis
Bearing fault diagnosis model based on MCNN-LSTM
timeline888/CEEMDAN
for de-noising
timeline888/Bearing-Fault-Simulation-Python
The program simulate fault bearing signal for CNN-designated classification task.
timeline888/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
timeline888/Deep-Residual-Shrinkage-Networks
The deep residual shrinkage network is a variant of deep residual networks.
timeline888/diagnose_fault_by_vibration
毕设研究课题：根据轴承的振动序列数据来诊断轴承故障。
timeline888/Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
timeline888/eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
timeline888/fftSimple
第一次提交
timeline888/GA-SVM-1
使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm
timeline888/longDemo
测试项目
timeline888/ML-web-app
Train and Deploy Simple Machine Learning Model With Web Interface - Docker, PyTorch & Flask
timeline888/PFM_Bearing_Fault_Detection
timeline888/pyroomacoustics
Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.
timeline888/PyTorch-Networks
Pytorch implementation of cnn network
timeline888/RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
timeline888/rolling-element-bearing-fault-detection
Code to go with the paper "A novel deep learning model for the detection and identification of rolling element bearing faults"
timeline888/Rotating-machine-fault-data-set
Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)
timeline888/sam
SAM: Sharpness-Aware Minimization (PyTorch)
timeline888/SpeechAlgorithms
Speech Algorithms
timeline888/Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
timeline888/tensorflow-handbook
简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程
timeline888/yousan.ai
Awesome resources of yousan.ai(closely related to deep learning).