dudu-dprt,github

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, ... 🧠

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-python

A curated list of awesome Python frameworks, libraries and software.

cs-books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

cvpr2023-papers-with-code

CVPR 2023 论文和开源项目合集

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-models

A collection of various deep learning architectures, models, and tips

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

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。

dprt

study

effectivemoderncppchinese

《Effective Modern C++》- 完成翻译

github-chinese-top-charts

:cn: GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

journals-of-prognostics-and-health-management

智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）

kaggle-course-answer

Kaggle courses and tutorials to get you started in the Data Science world.

lc-all-solutions

My own leetcode solutions by python

leedl-tutorial

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

leetcode

LeetCode Problems' Solutions

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

mathmodel

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mmsd

Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis

monkey-helper-tools-py

some little tools that might help me in my development, write in python code.

numpy-ml

Machine learning, in numpy

project-based-learning

Curated list of project-based tutorials

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