Autumn-Recruit Algo Notes(秋招算法学习仓库)，面向大模型时代的算法、工程与AI学习共建仓库。从数学基础、数据结构，到机器学习、深度学习、LLM、Agent、AI-Infra、语音与数据科学，通过「理解→推导→手写 → 运行 → 验证 → 复盘构建可持续迭代的知识体系。

Interactive desktop app with 51 labs covering ML fundamentals, transformers, RAG, agents, fine-tuning and quantization and more.

OPAL: a reactive optimizer. A coding agent rewrites the optimizer while your model trains.

由 AI 自动完成 AutoDL 实例开关机的 Claude Code skill，含空闲自动关机、预算核对与用量记账

Fast, flexible, elastically deterministic data loading for foundation model training

沿用了此项目：https://github.com/YuJunZhiXue/dsh-purge 专注于deepseek harness破甲|逆向|渗透| 适配最新版deepseek harness ：deepseek v4.1 flash 最新版

You type. It already knows. Local LLMs that read and think while you type.

A curated list of tools, foundation models, datasets and tutorials for spatial transcriptomics and single-cell analysis, ordered the way an analysis goes.

This repo is a alternative solution for standard self-attention. It uses tree routing with learnable functions for cheaper self-attention while not compromising accuracy.

Transformers for decision models: fine-tune, load and serve calibrated decsion-model on any Hugging Face model.

A fancy NVIDIA GPU monitor for the terminal. One Python file, no dependencies.

Autonomous AI trading system powered by Kronos. Forecasts markets, builds portfolios and paper-trades automatically with GitHub Actions.

Revisiting Tabular Deep Regression Paper Code

A reference chart of neural network architectures, from the perceptron to diffusion LLMs, drawn from one spec as a poster and an interactive page. Inspired by the Neural Network Zoo.

A free course on machine learning for cybersecurity and the security of machine learning, with lessons, runnable labs, exercises and quizzes. By Dr. Ali Al Bataineh, Higher Colleges of Technology.

ReText: Text Boosts Generalization in Image-Based Person Re-identification

Free Robotics & AI learning resources, including courses, books, lectures, research papers, tutorials, projects, and more. A curated collection of resources to help learners build strong foundations and progress toward advanced Robotics and AI concepts.

Free, open-source real-time AI noise cancellation for Windows. A lightweight Krisp, NVIDIA Broadcast, & RTX Voice alternative for Steam, Discord, OBS, Teams, and Zoom. 100% offline, CPU-only, zero telemetry.

人类最后一本数理基础书：从中学数学到读懂大模型，一本随读者提问不断迭代的开源教材，附 dsh 答疑插件 · Humanity's Last Math Book

Stanford CS336《从头构建大语言模型》2026 中配版：18 篇中文技术博客 + 19 篇「图-字幕」原始文稿，基于 video2blog-skill 整理。

Guía gratuita de IA generativa avanzada en español (311 págs.): Transformer, post-entrenamiento, inferencia, GPU, difusión, agentes, seguridad. Free advanced generative AI guide in Spanish. CC0.

PyTorch models of DNA sequence to regulatory activity

A visual desktop editor for creating publication-ready scientific figures, with domain-specific libraries, real-time collaboration, and export to PDF, SVG, PNG, and LaTeX/TikZ.

Scaling to Tens of Thousands of Test-Time Iterations with Loop-Native Attention Residuals

Atom-JEPA: Joint-Embedding Predictive Architecture for 3D Atomistic Systems

[NeurIPS2026] Official implementation of Virtual Head Attention (VHA) for efficient large language model architecture and training optimization.

A reading path for computer vision engineering, from photon to production. Primary sources in dependency order, evidence-graded claims, and a runnable benchmark per section.

Implementation of Play2Perfect, from Tyler Ga Wei Lum et al. of Stanford, but with a Self Play element

Implementation of Self-Play Pretraining with Zero Data

[NeurIPS26] Scaling Multi-Teacher Distillation for Digital Pathology