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BUG: <code>ADVI</code> - arguments <code>start</code> and <code>start_sigma</code> have inconsistent keys for transformed random variables

bug

VIVariational InferenceVariational Inference

Status: Open.

#7534 In pymc-devs/pymc;

· trendelkampschroer opened on Oct 11, 2024

Make VI compatible with JAX backend

jax

VIVariational InferenceVariational Inference

Status: Open (in progress).

pymc-devs/pymcnumber 7103

#7103 In pymc-devs/pymc;

· ferrine opened on Jan 15, 2024

ENH: Learning rate schedulers for ADVI optimizers

feature request

hackathonSuitable for hackathonSuitable for hackathon

VIVariational InferenceVariational Inference

Status: Open.

#6954 In pymc-devs/pymc;

· jessegrabowski opened on Oct 13, 2023

Avoid creating float64 tensors in VI when possible

maintenance

VIVariational InferenceVariational Inference

Status: Draft (not ready).

pymc-devs/pymcnumber 6788

#6788 In pymc-devs/pymc;

· ferrine opened on Jun 22, 2023

BUG: MvNormal with minibatch ADVI

bug

shape problem

VIVariational InferenceVariational Inference

Status: Open.

#6461 In pymc-devs/pymc;

· sina-mansour opened on Jan 20, 2023

Advi not working with <code>pm.censored</code> module

bug

VIVariational InferenceVariational Inference

Status: Open.

#6285 In pymc-devs/pymc;

· kylejcaron opened on Nov 10, 2022

Improve advice / diagnostics when VI gives terrible results

question

VIVariational InferenceVariational Inference

Status: Open.

#6271 In pymc-devs/pymc;

· ricardoV94 opened on Nov 7, 2022

Refactor <code>EmpiricalGroup</code> to take <code>InferenceData</code> inputs

help wanted

trace-backendTraces and ArviZ stuffTraces and ArviZ stuff

VIVariational InferenceVariational Inference

Status: Open.

#5884 In pymc-devs/pymc;

· michaelosthege opened on Jun 12, 2022

Empirical distribution does not accept inference data

VIVariational InferenceVariational Inference

Status: Open.

#5838 In pymc-devs/pymc;

· ferrine opened on Jun 2, 2022

Fix deterministic sampling for Empirical approximation

VIVariational InferenceVariational Inference

Status: Open.

#5837 In pymc-devs/pymc;

· ferrine opened on Jun 2, 2022

uniform dirichlet prior with stickbreaking transform + ADVI

question

VIVariational InferenceVariational Inference

Status: Open.

#4733 In pymc-devs/pymc;

· harrig12 opened on Jun 2, 2021

Set random seed for approximate inference

feature request

VIVariational InferenceVariational Inference

Status: Open.

#4024 In pymc-devs/pymc;

· arose13 opened on Jul 20, 2020