AI入門丨開源學習資源推薦
阿新 • • 發佈：2019-06-08
現在AI大熱，網上的資源也非常多。非科班的我，經過半年的摸索，也算馬馬虎虎入了坑。下面整理了我認為不錯的學習資源，大部分我都看過，以分享給更多的人。我會不斷保持更新，也歡迎大家補充。
Python
Think Python:https://github.com/bingjin/ThinkPython2-CN
- Problem Solving with Algorithms and Data Structures Using Python https://github.com/facert/python-data-structure-cn
SICP Python描述 https://github.com/wizardforcel/sicp-py-zh
Data Structure
- LeetCode:https://leetcode-cn.com/explore/learn/
- https://github.com/liuyubobobo/Play-Leetcode-Explore
Linear Algebra
- MIT 18.06:https://www.bilibili.com/video/av15463995?from=search&seid=16412890485041558025
Machine Learning
Basic
- CS229:https://www.bilibili.com/video/av28468522?from=search&seid=15330936655901325835
- Neural Networks and Deep Learning:https://github.com/zhanggyb/nndl
Direction
- GAN:https://www.bilibili.com/video/av24011528?from=search&seid=10415083424527252092
Computer Vision
Basic
- CS231n:https://space.bilibili.com/216720985/video?keyword=cs231n
Direction
Image Classification:https://github.com/weiaicunzai/awesome-image-classification
Object Detection:https://github.com/hoya012/deep_learning_object_detection
Semantic Segmentation:https://github.com/mrgloom/awesome-semantic-segmentation
Pytorch
PyTorch原始碼淺析：簡介
萬字綜述，核心開發者全面解讀PyTorch內部機制