Stars
🐸 - A general purpose model trainer, as flexible as it gets
智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis
PyTorch deep learning projects made easy.
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
Code for AISTATS 2023 paper - Estimating Total Correlation with Mutual Information Estimators
Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting
Free ChatGPT API Key，免费ChatGPT API，支持GPT4 API（免费），ChatGPT国内可用免费转发API，直连无需代理。可以搭配ChatBox等软件/插件使用，极大降低接口使用成本。国内即可无限制畅快聊天。
本仓库提供了使用PyTorch进行深度学习的最佳实践，从深度学习环境搭建与张量基础入手，从0到1构建和训练神经网络，通过优化促进模型的收敛和更好的效果，同时着力于深度架构落地实践，最后通过一线CV（和NLP）企业级应用提升实战能力。项目以Jupyter Notebook为主，兼顾了理论基础和最佳实现，而不只是空洞的代码，适合小白入门；通过若干案例和大项目巩固实战和项目迁移能力；并提供多种优化…
A python library for self-supervised learning on images.
An unofficial styleguide and best practices summary for PyTorch
code of "Measuring the Dependence with Matrix-based Entropy Functional" in AAAI 2021
Pytorch Implementation of FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
《Deep Learning Tuning Playbook》中文翻译版本
Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
This repository contains all the exercises linked to the Lecture 10 'Statistical Treatment, Fourier and Modal Decompositions' given in the framework of the VKI Lecture series 'Fundamentals and rece…
m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)
Deep learning model for EEG artifact removal
A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"