pymc-devs/ptgp

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GPs in PyTensor

Stars: 8
Forks: 4
Open beginner issues: 0
Indexed issues: 17
Avg merge: 2d 2h
Merged PRs (30d): 4

Dominant language: Jupyter Notebook
License: MIT
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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17 open issues indexed

Give compile_training_step's shared parameters a static shape for JAX and MLX Open

enhancement pytensor

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

pymc-devs/ptgp#54 · 1 comment · Opened Sep 16, 2026
Expose and document VGP variational parameters for fit diagnostics Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

pymc-devs/ptgp#43 · Opened Jun 25, 2026
Add VGP: variational Gaussian inference for non-Gaussian likelihoods without inducing points Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

pymc-devs/ptgp#39 · Opened Jun 23, 2026
Update Agent Docs Open

Difficulty 3/5 1-2 days Newbie friendliness 65/100

pymc-devs/ptgp#34 · Opened Jun 4, 2026
How does HSGP fit into this library (if it does) Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pymc-devs/ptgp#33 · 5 comments · Opened May 29, 2026
Is the API functional? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pymc-devs/ptgp#28 · 1 comment · Opened May 28, 2026
Rename library to GPT Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

pymc-devs/ptgp#17 · 1 comment · 2 reactions · Opened May 13, 2026
Mean functions: better defaults and a formula interface Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

pymc-devs/ptgp#16 · 2 comments · Opened May 13, 2026
InducingVariables API design: structured solve interface for Points, VFF, and Spherical Harmonics Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pymc-devs/ptgp#15 · Opened May 13, 2026
Documentation: goals, examples, and working with skills Open

Difficulty 5/5 Over a week Newbie friendliness 32/100

pymc-devs/ptgp#14 · 3 comments · Opened May 13, 2026
Training techniques: natural gradients, hybrid optimizers, and more Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pymc-devs/ptgp#13 · Opened May 13, 2026
Skills files for GP methods: diagnostics, failure modes, and folk wisdom Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

pymc-devs/ptgp#12 · Opened May 13, 2026
Core implementations to add: practical GP advances Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pymc-devs/ptgp#11 · 1 comment · Opened May 13, 2026
How to cite and reference prior work Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

pymc-devs/ptgp#10 · 1 comment · Opened May 13, 2026
Speed and memory optimizations: rewrites, inplace ops, and gradient graphs Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

pymc-devs/ptgp#9 · 3 comments · Opened May 13, 2026
Kernel wishlist: categorical variants and other useful kernels Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pymc-devs/ptgp#8 · Opened May 13, 2026
Live training monitor dashboard Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

pymc-devs/ptgp#7 · Opened May 13, 2026

pymc-devs/ptgp

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