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University of Oxford

Ben Walker

Mathematics PhD. Researching neural differential equations and rough path theory.

GitHub @ML_BenWalker

Followers

20

Public repos

11

Stars (recent)

100

Ecosystems

1

Projects

Repositories this builder owns.

Chess-World-Model

Chess-World-Model: a 10M-game benchmark for exact state tracking from chess move sequences.

2

log-neural-cdes

Code for "Log Neural Controlled Differential Equations" (ICML 2024) and "Structured Linear CDEs" (NeurIPS 2025, Spotlight)

structured-linear-cdes

Code for "Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models" (NeurIPS 2025, Spotlight)

Fast Signature, Log Signature and Signature Kernel Computations on CPU and GPU

Connected narratives

AI Agents Consumer Crypto SocialFi Stablecoins Agent Commerce Onchain Apps

Related builders

Others building in the same ecosystem.

1

benjamin-walker.github.io

No description.

heart-murmur-detection

Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection (Physionet Challenge 2022)

A python CLI reminder tool.

No description.

Recent activity

Most recently pushed work.

Benjamin-Walker/Chess-World-Model
pushed 21d ago
Benjamin-Walker/log-neural-cdes
pushed 1mo ago
Benjamin-Walker/structured-linear-cdes
pushed 4mo ago
Benjamin-Walker/pySigLib
pushed 5mo ago