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https://github.com/buaadreamer/ai-study

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

https://github.com/buaadreamer/ai-study

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (1.7%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

Basic Info
  • Host: GitHub
  • Owner: BUAADreamer
  • Default Branch: main
  • Homepage:
  • Size: 11.7 KB
Statistics
  • Stars: 0
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Fork of leerumor/ai-study
Created about 5 years ago · Last pushed over 5 years ago

https://github.com/BUAADreamer/ai-study/blob/main/ 

### ing

- [](#ml)
- [](#dl)
- [](#cv)
- [](#nlp)
- [](#speech)
- [](#graph)
- [](#rs)
- [](#interview)

# 

- [PRMLChristopher Bishop](https://pan.baidu.com/s/1MJwdsu_nRZLzaggSXsc-UQ) :3i7c
- [Tom M.Mitchell](https://pan.baidu.com/s/12AQdLGWSQTedEtCfu1dXEw) :bkkl
- [Peter Harrington](https://pan.baidu.com/s/1d7ExIHmMYAf5FtjLukxiZA) :ieku
- [ Machine Learning A Probabilistic PerspectiveKevin PMurphy](https://pan.baidu.com/s/1n0GC1VI9nj0mBpdGDcHI5Q) :8iw0
- [Maching Learning Yearning](https://pan.baidu.com/s/1wMT2AFghgFA6emws9WJZ4A) :uffd
- [ ](https://pan.baidu.com/s/1ypwdWSVIWvMvYa-98j_pAQ) :5awr
- [ ](https://pan.baidu.com/s/1_VzibhBTL5hSPcPC2rhIFw) :c9co
- [ Hands on Maching LearningAurlien Gron](https://pan.baidu.com/s/1Bl9L5t0zgv3Y7Z7nB_EVHA) :q3sk
- [](https://pan.baidu.com/s/1tUX0lylLBkIG6V3MAHJ3HQ) :2pj3
- [ CS229 ](https://www.bilibili.com/video/BV164411b7dx?from=search&seid=3818382633409058698)[](https://github.com/TheisTrue/MLofAndrew-Ng)[](https://pan.baidu.com/s/1wguZ3QsGETqeXuclEfLTvg) :8ipf

# 

- [ Ian Goodfellow/Yoshua Bengio/Aaron Courville](https://pan.baidu.com/s/1KY5A0jsuyUrw5zPXtPPSsA) :nau1
- [ Ian Goodfellow/Yoshua Bengio/Aaron Courville](https://pan.baidu.com/s/1BZcSacpWGvOh0b3mlJeXxQ) :co7d
- [Michael Nielsen](https://pan.baidu.com/s/1oJvq3hKDdqVZcdNlVYNXFg) :ujuh
- [](https://pan.baidu.com/s/1P073XGEil9v9q3JMO9W8nQ) :5aor
- [](https://pan.baidu.com/s/11Xlpd1LbeHHSUiCwsh1xUQ ) :lvoi
- [TensorflowGoogle](https://pan.baidu.com/s/11RM0IjdmLjNjcoLw_LSYgA) :mjn3
- [ CS230 ](https://www.bilibili.com/video/BV1p7411Y7M8?from=search&seid=15858260431540984302)
- [ ](https://www.bilibili.com/video/BV1JE411g7XF?from=search&seid=15830488177859710366)

# 

- [ CS231n ](https://www.bilibili.com/video/BV1nJ411z7fe?from=search&seid=4849356188203058857)
- [ ](https://www.bilibili.com/video/BV1V54y1B7K3?from=search&seid=4849356188203058857)
- [](https://pan.baidu.com/s/1ogwl6Rbcfi9i8iXyQod6yA) :d1gr

# 

- [](https://pan.baidu.com/s/1UacACNiYekHFjZ8k2GbfAQ) :ggra
- [Python](https://pan.baidu.com/s/1XZQvbwY1OsXSBbJe9fwynw) :mu6g
- [ CS224n Christopher Manning](https://www.bilibili.com/video/BV1pt411h7aT?from=search&seid=335450819919994778)
- [ ](https://www.bilibili.com/video/BV1wE411W7TV?from=search&seid=335450819919994778)

# 

- [ ](https://www.bilibili.com/video/BV1BE411p7wY?from=search&seid=15570127191290897018)

# 

- [Deep Learning on Graphs](http://cse.msu.edu/~mayao4/dlg_book/)
- [Graph Representation Learning](https://www.cs.mcgill.ca/~wlh/grl_book/)
- [A Practical Guide to Graph Neural Networks](https://deepai.org/publication/a-practical-guide-to-graph-neural-networks)
- [Deep Learning for Learning Graph Representations](https://arxiv.org/abs/2001.00293v1)
- [](https://kns.cnki.net/kcms/detail/11.1826.tp.20191104.1632.006.html)
- GNN//
- [GNN Alejandro Ribeiro](https://www.bilibili.com/video/av457264185/)

# 

- [ Toby Segaran](https://pan.baidu.com/s/11KlPdYrRId3puKMrX3h8lQ) :jl2o
- 
- 

# 

- [ /](https://pan.baidu.com/s/1yz2GLU0hfJOTujO5m5eG4Q) :so1n
- [offer  ](https://pan.baidu.com/s/1kDfkh_y-znLplLa_qDA0XQ) :vqvu
- [LeetCode](https://pan.baidu.com/s/13GslyxeHKe9wEz-MBYfH3Q) :12fc

# 

rumorAINLPCV[](https://www.zhihu.com/people/rumor-lee)/AIrumor

![](https://tva1.sinaimg.cn/large/0081Kckwly1glr9p8vne8j3076076q3e.jpg)

# 

wxleerumorrr

Owner

  • Login: BUAADreamer
  • Kind: user
  • Location: Beijing
  • Company: Beihang University

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