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2305test

5cls_f1-score

使用pandas库和numpy库读取csv文件，对缺失值进行均值填充，然后对数据进行标准化

als-recommend

ALS（alternating least squares）算法是基于模型的推荐算法：其基本**是对稀疏矩阵进行模型分解，评估出缺失项的值，以此来得到一个基本的训练模型。

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, ... 🧠

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

bilstm

book-management-system

Flask + LayUI + SQLite，图书管理系统

booklibrary

简易图书管理系统

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

convrnn_for_rul_estimation

Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".

corrformer

About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, 2023. https://www.nature.com/articles/s42256-023-00667-9

crm-manage

企业数据管理系统 【Django组件开发】【权限、路由组件】可拆卸系统组件，适用性强

crossformer

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

daohang

运维内部使用的导航地址, 运维导航系统，链接导航系统，网址导航系统，导航页面，导航网址

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

data-driven-prediction-of-battery-cycle-life-before-capacity-degradation

Code for Nature energy manuscript

degradationmodel

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。

dl-based-intelligent-diagnosis-benchmark

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

docs-l10n

Translations of TensorFlow documentation

efficient-ai-backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

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.

etdataset

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

etsformer

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

fedformer

flowformer

About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf

fms

运维故障管理系统

forbes_global2000

Python Data Analysis in Action: Forbes Global 2000 Series

gluonts

Probabilistic time series modeling in Python