Code samples for my book "Neural Networks and Deep Learning"
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A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
- machine-learning
- machine-intelligence
- artificial-intelligence
- reinforcement-learning
Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9
Translated😮Python simulated login for some large websites, plus some simple web crawlers. I hope they are helpful to you❤️. If you like it, remember to give it a star🌟
- python
- spiders
- selenium
- twitter-bot
The Data Engineering Cookbook
- data-engineer
- data-engineering
- big-data
- best-practices
DeDRM tools for ebooks
100 numpy exercises (with solutions)
[CVPR 2025 Best Paper Award] VGGT: Visual Geometry Grounded Transformer
Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely
- matplotlib
- jupyter-notebook
- python
- generative-art
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
- pandas-profiling
- pandas-dataframe
- statistics
- jupyter-notebook
Gradio WebUI for creators and developers, featuring key TTS (Edge-TTS, kokoro) and zero-shot Voice Cloning (E2 & F5-TTS, CosyVoice), with Whisper audio processing, YouTube download, Demucs vocal isolation, and multilingual translation.
The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Translated:orange_book: Chinese Xinhua Dictionary database. Includes xiehouyu (two-part allegorical sayings), idioms, words, and Chinese characters.
- data
- scraper
- chinese-traditional
- python3
An open access book on scientific visualization using python and matplotlib
- python
- matplotlib
- dataviz
- scientific-publications
Self-hosted bookmark manager that is designed be to be minimal, fast, and easy to set up using Docker.
- bookmarks
- bookmark-service
- bookmark-manager
- self-hosted
DeFi Developer roadmap is a curated Developer handbook which includes a list of the best tools for DApps development, resources and references!
Hackable and optimized Transformers building blocks, supporting a composable construction.
Implementation of Nougat Neural Optical Understanding for Academic Documents
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Ansible for DevOps examples.
Ready-to-run Docker images containing Jupyter applications
Multi-user server for Jupyter notebooks
- jupyter-notebook
- jupyterhub
- python
- multi-user
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
Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
- jupyter-notebook
- jupyterlab-extension
- version-control
- knitr