WalkerInAI's Stars
yizt/Grad-CAM.pytorch
pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...
jacobgil/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
hatleon/computer-mathematics
深度学习之数学实战 The mathematical foundation of computers
PromptExpert/mathematical_foundation
Mathematical Foundations for Deep Learning
nehc0/Linear-Algebra-Done-Right-4th-Solutions
My solutions to "Linear Algebra Done Right" by Sheldon Axler, 4th Edition. ------ on update.
Asabeneh/10-days-of-git-and-github
Some video lessons on YouTube: This videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
jakevdp/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
thepranaygupta/Data-Structures-and-Algorithms
A repository that contains all the Data Structures and Algorithms concepts and their implementation in several ways, programming questions and Interview questions. The main aim of this repository is to help students who are learning Data Structures and Algorithms or preparing for an interview.
kf-liu/The-Art-of-Linear-Algebra-zh-CN
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.
mozhuli/Container-Networking
Container Networking(From Docker to Kubernetes)中文版
itcharge/LeetCode-Py
⛽️「算法通关手册」:超详细的「算法与数据结构」基础讲解教程,从零基础开始学习算法知识,850+ 道「LeetCode 题目」详细解析,200 道「大厂面试热门题目」。
fenixsoft/awesome-fenix
讨论如何构建一套可靠的大型分布式系统
yangshun/tech-interview-handbook
💯 Curated coding interview preparation materials for busy software engineers
TheAlgorithms/Python
All Algorithms implemented in Python
tigerneil/neural-networks-and-deep-learning-zh-cn
vuepress-theme-hope/vuepress-theme-hope
A vuepress theme with tons of features✨
XiangJinyu/AI-Paper
The AI paper weekly report automation project in collaboration between Agent Universe and Kimi.
USTC-Resource/USTC-Course
:heart:**科学技术大学课程资源
schrodingercatss/tuning_playbook_zh_cn
一本系统地教你将深度学习模型的性能最大化的战术手册。
google-research/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
datawhalechina/self-llm
《开源大模型食用指南》基于Linux环境快速部署开源大模型,更适合**宝宝的部署教程
doocs/advanced-java
😮 Core Interview Questions & Answers For Experienced Java(Backend) Developers | 互联网 Java 工程师进阶知识完全扫盲:涵盖高并发、分布式、高可用、微服务、海量数据处理等领域知识
mlabonne/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
datawhalechina/pumpkin-book
《机器学习》(西瓜书)公式详解
OrangeAVA/Ultimate-Neural-Network-Programming-with-Python
Ultimate Neural Network Programming with Python, published by Orange, AVA™
fengdu78/Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
dair-ai/ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
alirezadir/Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
exacity/deeplearningbook-chinese
Deep Learning Book Chinese Translation
patrickloeber/MLfromscratch
Machine Learning algorithm implementations from scratch.