AI Agent Skills

”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

[ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, i…

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science…

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

[ICLR 2026] LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora

A full attention mechanism and transformer in pure go.

基于注意力机制的少量样本故障诊断 pytorch

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices an…

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

[ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN (sequential). Linux Foundation AI proje…

The Finn-loop: a 3-skill AI software factory for Claude Code — spec, build, review. Humans merge.