Repository Index

A Collection of Variational Autoencoders (VAE) in PyTorch.

• pytorch
• pytorch-implementation
• vae
• vae-implementation

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

All course materials for the Zero to Mastery Machine Learning and Data Science course.

• machine-learning
• data-science
• deep-learning

渗透测试有关的POC、EXP、脚本、提权、小工具等---About penetration-testing python-script poc getshell csrf xss cms php-getshell domainmod-xss csrf-webshell cobub-razor cve rce sql sql-poc poc-exp bypass oa-getshell cve-cms

• penetration-testing
• poc
• getshell
• csrf

TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments

• accelerator
• ai-infra
• ai-infrastructure
• book

Aprende a PROGRAMAR aplicaciones ANDROID en KOTLIN sin conocimientos previos

• android
• curso
• curso-android
• kotlin

Collection of notebooks about quantitative finance, with interactive python code.

• quantitative-finance
• jupyter-notebooks
• kalman-filter
• option-pricing

Repo to learn Docker with examples. Contributions are most welcome.

The repository host gives no description.

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

• machine-learning
• jupyter-notebook
• datascience
• example

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

• vae
• gan
• pytorch
• tensorflow

TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/

• recommender-system
• tensorflow
• tianchi-competition
• deep-learning

A minimal programming example for a chat server

A curated list of roadmaps.

• awesome-list
• awesome
• lists
• resources

the CS missing semester Chinese version

List of my most used commands and shortcuts in the terminal for Mac

Various Docker Compose examples of selfhosted FOSS and proprietary projects.

• docker
• docker-compose
• selfhosted
• selfhosting

Toturials coming with the "data science roadmap" picture.

Installing Development environment on macOS

• mac-osx
• gitbook
• setup
• install

TranslatedProgramming experience shared by a Pythonista, covering coding techniques, best practices, mindsets, and more.

• python
• python3
• book
• articles

Translatedvue source code line by line annotation analysis + vue source code process flow chart mind map over 40 MB in size

An open source VR headset with SteamVR supports for $200

• virtual-reality
• hardware
• diy
• vr

A curated list of awesome test automation frameworks, tools, libraries, and software for different programming languages. Sponsored by https://zapple.tech and https://automated-testing.info

• test-automation
• software-testing
• software-quality
• java

Practical marketing resources to get the first 10 / 100 / 1000 users for your SaaS / App / Startup

• growth
• list
• marketing
• resources