SPIN Unprocessed October 26, 2026 ai_technology community
Fitting a 4D Mandelbulb with KS3 vs MLP [R]
View original on reddit.comOverview
For the past year I have been studying using a fast K-dim hermite spline manifold algorithm, called K-Splanifolds or KS, for general purpose fast regression. In this video I show the third version, KS3, compared to MLP and older KS versions fitting a 4D mandelbulb via gradient descent on random samples. KS3 converges faster and has nearly identical latency on a GPU as MLP. KS blocks are suitable for a wide range of regression problems and I have found KS3 ranges from considerably faster converge
SpinGraph analysis pending — check back after processing.
Ask AI about this story
Opens with the SpinGraph .md URL and structured context — one click, prompt included.
More from Reddit r/MachineLearning
View all →- Deepity: a hand-tuned C++/CUDA predictive coding library, beats jpc (JAX) and ngc-learn on MNIST (CPU benchmarks + source inside) [P]
- Practical notes on setting up a GPU kernel-dev environment: CUDA 13's GPU cutoff, async timing pitfalls, profiler counter permissions [P]
- What is the value proposition of "RL environment" companies? [D]
- Papers with Code is now open-source [P]
- How to do method research when I feel I have no guidance on doing it? [D]
- Stenosis detection in coronary angiograms, need recall over precision [D]
Markdown (.md) · JSON-LD schema (.json) · Machine-readable for AI & GEO