grokking 开源项目推荐（97 个）

ironjr /grokfast

Official repository for the paper "Grokfast: Accelerated Grokking by Amplifying Slow Gradients"

mduisenov /GrokkingAlgorithms

java samples of Grokking Algorithm book by Aditya Y. Bhargava

MinghuiChen43 /awesome-deep-phenomena

一份精选的深度学习有趣实证研究和见解论文列表。持续更新......

design-gurus /grokking-system-design

The free, open companion to the original Grokking the System Design Interview course by DesignGurus.io.

Marusyk /grok.net

.NET implementation of the grok 📝

linnykoleh /awesome-system-design

Practical system design notes focused on scalability, reliability, and trade-offs in real-world distributed systems

lucidrains /grokfast-pytorch

Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"

jcouyang /grokking-monad

购买 👉 https://gum.co/grokking-monad 在线阅读 👉

Sea-Snell /grokking

unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"

johnsutor /leetcode-study-tool

This package lets you get grokking as quickly as possible with Leetcode.

Chunjiang-Intelligence /low-rank-decay

「Low-Rank Decay」的官方实现。

design-gurus /grokking-coding-interview

The free, open companion to Grokking the Coding Interview by DesignGurus.io: all 41 coding patterns, how to recognize each one in a new problem, and the cheat sheets that go with them.

lucidrains /neural-grok

Explorations into the proposed NeuralGrok from Zhou et al. of EPFL

mrlegowatch /GrokkingAlgorithmsInSwift

An implementation of examples from the "Grokking Algorithms" book, written in Swift.

StudyResearchProjects /grokking-algorithms-rust

Grokking Algorithms implementations in Rust

mahanpyk /grokking_algorithms_persian

(Grokking Algorithms) ترجمه آزاد کتاب الگوریتم های گروکینگ

aidos-lab /Topo_LLM_public

Investigating embedding spaces generated by language models from a topological perspective via local intrinsic dimension (LID).

H4NM /Groppy

Facilitating regex creation and deploying custom grok patterns in an ELK environment 🦌📜

stchakwdev /can-kan-grok

Empirical investigation of grokking in KAN. Key finding: KAN groks multiplication 12x faster than MLP!

Amey-Thakur /SAIR-MODULAR-ARITHMETIC-CHALLENGE

Modular Arithmetic Challenge. Neural induction of exact (a x b) mod p through abacus embeddings, algorithmic scratchpads and grokking, for the SAIR Foundation competition.