awesome-cs-tutorial
计算机基础、人工智能学习工具、技巧合集 | A collection of ComputerScience and DeepLearning tutorial and tools.
https://github.com/sanbuphy/awesome-cs-tutorial
Last synced: 11 days ago
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其他推荐网站与工具
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其他日常使用网站
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音视频相关
- https://xzmind.xuanzi.ltd/apps.html
- https://app.diagrams.net/
- https://c.runoob.com/front-end/53/
- https://www.wenshushu.cn/
- https://news.ycombinator.com/news
- http://www.atoolbox.net/Tool.php?Id=978
- https://palette.fm/
- https://imgur.com/
- https://tools.pdf24.org/zh/all-tools
- https://www.ico51.cn/
- https://icon-icons.com/zh/
- https://undraw.co/illustrations
- http://www.zuohaotu.com/svg/
- https://www.fosshub.com/
- https://ossinsight.io/
- https://convertio.co/zh/formats/avif/
- https://www.birme.net/?target_height=640
- https://pixabay.com/photos/
- https://stockup.sitebuilderreport.com/
- https://www.shopify.com/stock-photos
- https://hellogithub.com/
- https://tableconvert.com/zh-cn/excel-to-markdown#google_vignette
- https://highdefdiscnews.com/4k-screenshots/
- https://papers.cool/
- https://mm-llms.github.io/
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写在前面
- https://github.com/ryanhanwu/How-To-Ask-Questions-The-Smart-Way/blob/main/README-zh_CN.md
- https://github.com/tangx/Stop-Ask-Questions-The-Stupid-Ways/blob/master/README.md
- https://www.cnblogs.com/pprp/p/8880493.html
- https://nju-projectn.github.io/ics-pa-gitbook/ics2024/
- https://github.com/sanbuphy/my-awesome-cs
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字体
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python lsp
- https://mirror.ghproxy.com/
- https://blog.csdn.net/liveon_/article/details/127933041
- https://github.com/521xueweihan/GitHub520
- http://t.zoukankan.com/davidchild-p-15606786.html
- https://github.com/DamionGans/ubuntu-wsl2-systemd-script
- https://github.com/v2fly/fhs-install-v2ray - release.sh，然后你可能会在里面发现在下载哪个zip要很久，可以直接wget下来解压即可
- https://github.com/Chuyu-Team/Dism-Multi-language
- https://daniel-sc.github.io/bash-shell-to-bat-converter/
- https://www.kwchang0831.dev/dev-env/pwsh/oh-my-posh
- https://www.softwareok.com/
- https://zhuanlan.zhihu.com/p/667029220
- https://zhuanlan.zhihu.com/p/114364577
- https://yeasy.gitbook.io/docker_practice/
- https://docs.docker.com/desktop/install/ubuntu/
- https://dockerdocs.cn/docker-for-windows/wsl/
- https://nodejs.org/en/download
- https://github.com/nvm-sh/nvm/tags
- https://unbug.github.io/codelf/
- https://neucrack.com/p/407
- https://blog.csdn.net/weixin_46105038/article/details/118220439
- http://www.tbtool.cn/
- https://www.yisu.com/zixun/139260.html
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操作系统与体系结构
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数据结构与算法
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文章与博客推荐
- https://github.com/programthink/opensource
- https://github.com/GrowingGit/GitHub-Chinese-Top-Charts
- https://github.com/521xueweihan/HelloGitHub
- https://rahuldkjain.github.io/gh-profile-readme-generator/
- https://github.com/kamranahmedse/developer-roadmap
- http://t.cn/A60JwWOw
- http://t.cn/A6ani5Ip
- http://t.cn/A6ani5Ip
- github.com/rzashakeri/beautify-github-profile
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程序性能优化
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计算机网络
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学术论文
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开源工具推荐
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音视频相关
- https://flameshot.org/
- https://www.gimp.org/
- xnview.com/en/xnviewmp/
- https://tabby.sh/
- https://youtubemultidownloader.net/playlists.html
- https://space.bilibili.com/1608325226
- https://github.com/OpenShot/openshot-qt/releases/tag/v3.1.1
- https://github.com/nICEnnnnnnnLee/BilibiliDown
- https://github.com/iawia002/lux
- https://github.com/YaoFANGUK/video-subtitle-extractor
- https://github.com/pot-app/pot-desktop
- https://github.com/MathewSachin/Captura
- https://github.com/Tyrrrz/YoutubeDownloader
- https://github.com/torakiki/pdfsam
- https://github.com/taojy123/KeymouseGo
- https://github.com/NickeManarin/ScreenToGif
- https://github.com/hiroi-sora/Umi-OCR
- https://imageglass.org/
- https://github.com/qarmin/czkawka/releases/tag/7.0.0
- https://github.com/Huanshere/VideoLingo
- https://openalternative.co/
- https://github.com/sherlockchou86/VideoPipe
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心理健康建设
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数学
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概率论与数理统计
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线性代数
- 矩阵求导入门
- https://sanbuphy.github.io/p/矩阵求导简易入门手册/
- https://ccjou.wordpress.com/
- http://immersivemath.com/ila/index.html
- https://www.bilibili.com/video/BV1a7411M7wH?p=1&vd_source=a6509cab8ccb8b81d6a70af693cc008f
- https://github.com/kenjihiranabe/The-Art-of-Linear-Algebra
- https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf
- http://media.ee.ntu.edu.tw/personal/pcwu/tutorials/matrix_calculus.pdf
- https://ocw.nthu.edu.tw/ocw/index.php?page=course&cid=89
- http://media.ee.ntu.edu.tw/personal/pcwu/tutorials/matrix_calculus.pdf
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- 直观理解机器学习的数学过程
- 李航统计学习基础第一章补数学基础
- Deep Learning An MIT Press book - chinese/releases)或者直接下载附件中dlbook_cn_v0.5-beta。
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有趣的故事
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有趣的项目
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音视频相关
- https://mp.weixin.qq.com/s/syEkqbBSmTwdi_cPB6Kd3g
- https://mp.weixin.qq.com/s/18EIga7w9y1FG0oWcnysIw
- https://github.com/THUDM/CodeGeeX/blob/main/README_zh.md
- https://www.bilibili.com/video/BV1Pe4y1t7de/
- https://www.codeium.com/playground
- https://babudiu.com/archives/typora
- https://sourceforge.net/projects/spacesniffer/
- https://motrix.app/download
- https://clarity.microsoft.com/
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有趣的项目和工具
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深度学习大类
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AIGC
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MLSYS
- https://github.com/microsoft/AI-System
- https://github.com/Tencent/ncnn
- https://github.com/JackonYang/hands-on-tvm
- https://github.com/Tencent/TPAT
- https://github.com/ThanatosShinji/onnx-tool
- https://github.com/alibaba/TinyNeuralNetwork
- https://github.com/xenova/transformers.js
- https://github.com/alibaba/BladeDISC
- https://github.com/ggerganov/ggml
- http://giantpandacv.com/resources/
- https://github.com/triple-Mu/TensorRT2ONNX
- https://github.com/mosaicml/composer
- https://github.com/shouxieai/tensorRT_Pro
- https://github.com/shibing624/text2vec
- https://github.com/prompt-engineering/chat-flow
- https://github.com/NVIDIA/trt-samples-for-hackathon-cn
- https://github.com/BBuf/how-to-optim-algorithm-in-cuda
- https://github.com/PINTO0309/PINTO_model_zoo
- https://github.com/mepeichun/Efficient-Neural-Network-Bilibili
- https://github.com/Evian-Zhang/llvm-ir-tutorial
- http://strint.github.io/220220-mlir/220220-mlir.html
- https://jinleili.github.io/learn-wgpu-zh/
- https://github.com/HeKun-NVIDIA/CUDA-Programming-Guide-in-Chinese
- https://github.com/Tony-Tan/CUDA_Freshman
- https://github.com/udacity/cs344
- https://github.com/NVIDIA/CUDALibrarySamples
- https://github.com/Syencil/Programming_Massively_Parallel_Processors
- https://zhuanlan.zhihu.com/p/412772439
- https://zhuanlan.zhihu.com/p/574018567
- https://github.com/openppl-public/ppq
- https://github.com/lancedb/lance
- https://gradio.app/
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NVIDIA环境配置常见问题
- https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html
- https://www.nvidia.com/download/index.aspx?lang=en-us
- Archive of Previous CUDA Releases
- https://developer.nvidia.com/cuda-downloads
- https://developer.nvidia.com/rdp/cudnn-archive
- https://zhuanlan.zhihu.com/p/83971195
- https://blog.csdn.net/m0_37605642/article/details/119637836
- https://docs.nvidia.com/deeplearning/tensorrt/install-guide/index.html#installing-debian
- https://flywine.blog.csdn.net/article/details/81879514
- https://qiyuan-z.github.io/2022/01/06/解决nvidia-smi和nvcc显示信息与所安装CUDA版本不一致问题/
- https://blog.csdn.net/qq451882471/article/details/106967942
- https://forums.developer.nvidia.com/t/notice-cuda-linux-repository-key-rotation/212772
- https://blog.csdn.net/hxj0323/article/details/115859174
- https://stackoverflow.com/questions/54249577/importerror-libcuda-so-1-cannot-open-shared-object-file
- https://developer.nvidia.com/zh-cn/cuda-gpus
- https://docs.nvidia.com/deeplearning/cudnn/install-guide/index.html
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NVIDIA环境配置指南
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值得收藏的开源仓库
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其他
- https://download.pytorch.org/whl/torch/
- https://pytorch.org/get-started/previous-versions/
- https://blog.csdn.net/weixin_44791964/article/details/107406072
- https://blog.csdn.net/lx_ros/article/details/124439120
- https://github.com/gradio-app/gradio/issues/2979
- https://www.cnblogs.com/rossiXYZ/category/1626268.html?page=5
- https://github.com/shliang0603/Awesome-DeepLearning-500FAQ
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Programming Languages
Categories
Sub Categories
音视频相关
91
基本操作
55
常见问题解答
53
MLSYS
32
深度学习部署
23
python lsp
22
操作系统与体系结构
18
NVIDIA环境配置常见问题
16
**anaconda基础**
15
其他有趣的文章
14
线性代数
14
**深度学习网课**
13
深度学习系统
11
常见问题 QA
11
通识教程
11
文章与博客推荐
9
CUDA编程
9
开源库/项目
8
其他
8
数据结构与算法
7
Anaconda
6
概率论与数理统计
6
深度学习动手项目
6
大语言模型实践
5
计算机网络学习
4
AIGC
4
mlir
3
计算机视觉
3
C++项目相关
3
数据集
3
值得收藏的开源仓库
2
高性能计算
2
程序性能优化
2
实例项目等
2
NVIDIA环境配置指南
2
计算机网络
1
Python 参考项目
1
webgpu
1
常识
1
MPI通信
1
数据集类网站
1
理论基础（时间少直接看李沐/李宏毅）
1
Keywords
deep-learning
14
machine-learning
9
pytorch
8
python
7
awesome
4
ocr
4
neural-network
4
artificial-intelligence
4
neural-networks
3
bilibili
3
downloader
3
video
3
computer-science
3
youtube
3
llm
3
transformers
3
windows
3
ai
3
tensorflow
3
cpp
3
computer-vision
2
reinforcement-learning
2
transformer
2
dataset
2
github
2
download
2
onnx
2
algorithms
2
mlir
2
keras
2
extract
2
security
2
word2vec
2
inference
2
caffe
2
linux
2
macos
2
image-classification
2
wpf
2
java
2
attention
2
deep-learning-tutorial
2
nlp
2
awesome-list
2
cuda
2
gif
2
object-detection
2
webcam
2
behaviour-analysis
1
tf-trt
1