Pinned Repositories
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Anomaly-Transformer
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
battery-open-source-project
battery-rul-estimation
Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs
battery-state-estimation
Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.
cusum
cusum
CUSUM-RL
Implementation of "Reinforcement Learning in Possibly Nonstationary Environments"
DeepLearning-500-questions
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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
samuel01028's Repositories
samuel01028/annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
samuel01028/Anomaly-Transformer
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
samuel01028/battery-rul-estimation
Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs
samuel01028/battery-state-estimation
Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.
samuel01028/data-driven-capacity-estimation-from-voltage-relaxation
samuel01028/decentralized-battery-health-forecast
Decentralized Deep Learning Approach for Lithium-Ion Batteries State of Health Forecasting Using Federated Learning.
samuel01028/Deep-Learning
✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】
samuel01028/efficient-kan
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
samuel01028/Estimation-of-residual-life-of-particle-filter-lithium-ion-battery
Using particle filtering algorithm to estimate the residual life of lithium ion batteries, the university of Maryland public data set is used. Preprocessing using the python logarithm. The particle filter contains python and matlab. The relevant packets are uploaded together.
samuel01028/ev_dva_ica_tool
This tool can be used to extract DVA curves from laboratory measurements. Both Matlab and Python code are provided in this repository.
samuel01028/FastDeploy
⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.
samuel01028/Hybrid_time_series_forecasting_model
An Informer-LSTM model for State-of-Charge Estimation of Lithium-Ion Batteries
samuel01028/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
samuel01028/LFP-and-NMC-Battery-SoC-Prediction
samuel01028/LFP_Battery_SoC_Prediction
My final project researching the most optimal machine learning model to estimate SoC of LFP Battery
samuel01028/Model-Constrained-Deep-Learning-for-Online-Fault-Diagnosis
samuel01028/pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
samuel01028/pytorch-forecasting
Time series forecasting with PyTorch
samuel01028/sktime
A unified framework for machine learning with time series
samuel01028/SUOD
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
samuel01028/tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
samuel01028/toys
Toy models, experiments and random notes on machine learning and deep learning.
samuel01028/tts-gan
TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
samuel01028/Awesome-Incremental-Learning
Awesome Incremental Learning
samuel01028/BatteryML-battery-degradation
samuel01028/BattNN
samuel01028/High-sensitivity-detection-of-lithium-plating-based-on-time-domain-DRT-analysis
High sensitivity detection of lithium plating in high-energy lithium-ion batteries based on time-domain distribution relaxation times analysis
samuel01028/PINN4SOH
A physics-informed neural network for battery SOH estimation
samuel01028/soc-estimation-of-li-ion-batteries
State of Charge Estimation of Li-ion Batteries using Extended Kalman Filter
samuel01028/SOHbenchmark
A code library and benchmark study on SOH estimation of lithium-ion battery