ML from scratch
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🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.
- agentic-ai
- data-augmentation
- data-generation
- llm
Code and Slides
Implementing a Neural Network from Scratch
This repository helps you learn Python and Machine Learning from scratch.
- python
- jupyter-notebook
- pandas-dataframe
- numpy
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
- pytorch-tutorial
- pytorch-implmention
- object-detection
- yolo
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
ChatGPT Plus/Team/Pro 订阅协议端到端重放工具集 · hCaptcha 视觉求解器 · 反欺诈机制实证研究 / End-to-end protocol replay toolkit for ChatGPT Plus/Team/Pro subscription with from-scratch hCaptcha solver and empirical anti-fraud research
- adversarial-ml
- anti-fraud
- bug-bounty
- captcha-solver
A new arguably faster implementation of Apache Spark from scratch in Rust
哈喽！龙虾 🙋♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！
Let's write an OS which can run on RISC-V in Rust from scratch!
- rust
- risc-v
- rcore
- operating-system
Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.
Custom Minecraft Classic / ClassiCube client written in C from scratch (formerly ClassicalSharp in C#)
Writing a container in a few lines of Go code, as seen at DockerCon 2017 and on O'Reilly Safari
- golang
- containers
- go
- namespaces
Automatic Panorama Stitching From Scratch
- panorama
- sift
- bundle-adjustment
How to build your own CNC machine from scratch
- cnc
- cnc-machine
- diy
- diy-solutions
Read and do projects.
Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes
- bitcoin
- cryptocurrency
- crypto
- elliptic-curves
An example of a fully custom Emacs configuration developed live on YouTube!
- emacs
- emacs-lisp
- emacs-configuration
- emacs-config
Implementing DeepSeek R1's GRPO algorithm from scratch
🔬 How the Atomic Design methodology can create a great design system from scratch and make better developers.
- css-architecture
- design-patterns
- react
- atomic-design
配合我的知乎专栏写的项目
A Vulkan renderer written from scratch on stream
Implementing the 4 agentic patterns from scratch