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Scaling Numpyro Model to 5B rows
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11
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450
|
June 2, 2023
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Variational Inference using SVI not converging
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20
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528
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August 26, 2023
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Difference between the methods to compute potential energy
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12
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515
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January 20, 2024
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Dirichlet Process Mixture Model Modification (GPU Code, Use of Particles, Discrete Enumeration)
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14
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486
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November 1, 2023
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Iterative predictions
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12
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396
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October 5, 2023
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Using numpyro.factor() in an SVI guide
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14
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363
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September 7, 2023
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Batch shape when calling pyro.deterministic
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14
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386
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May 3, 2023
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Scalability of HMCECS
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12
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348
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June 29, 2023
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Trouble with basic parameter estimation with the Stable distribution
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13
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318
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October 11, 2023
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How to calculate Effective sample size per gradient evaluation?
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13
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331
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July 18, 2023
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Scan smoothes, doesn't forward filter? state-space, forecasting, dynamic linear models
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13
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221
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April 17, 2024
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Jax.experimental.sparse for better memory/speed performance?
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10
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120
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April 8, 2024
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Pyro/NumPyro Survey 2023
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3
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618
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February 27, 2024
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Writing NumPyro Tutorials for Astronomers: Seeking Feedback
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5
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480
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March 2, 2024
|
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Hiring data scientists with expertise and experience in bayesian stats and pyro/numpyro
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5
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291
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October 9, 2023
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NumPyro time series examples
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0
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208
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February 16, 2024
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Introductory RStats Bayesian Textbook and Package With `numpyro` integration
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0
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202
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August 20, 2023
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Using a combination of autoguides for a single model
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7
|
415
|
September 19, 2023
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HMC Gibbs across subset of model paramters
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8
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479
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February 21, 2024
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Gaussian mixture model in latent space of VAE
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6
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379
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December 26, 2023
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Reducing MCMC memory usage
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5
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455
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November 25, 2023
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Looking for a NumPyro Speaker for March/April at Bayesian Data Analysis Meetup
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0
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200
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February 8, 2024
|
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Pyro Talk on Friday in NYC at Bayesian Data Analysis Meetup
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0
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215
|
February 8, 2024
|
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NumPyRO run vs update
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4
|
360
|
July 27, 2023
|
|
Mini-Pyro Overview Chart
|
|
0
|
202
|
February 7, 2024
|
|
RuntimeError: Cannot find valid initial parameters. Please check your model again
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6
|
540
|
May 4, 2023
|
|
Paid Pyro Development/Consulting?
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1
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307
|
June 27, 2023
|
|
Bayesian model selection in NumPyro
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2
|
447
|
May 30, 2023
|
|
Mixture model of incident cases of infectious disease (problem with broadcasting)
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8
|
392
|
August 20, 2023
|
|
Confusion regarding batch_shapes, event_shapes, independence
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5
|
433
|
June 12, 2023
|
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Add sample from a known distribution or "nuisance" samples
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4
|
220
|
March 6, 2024
|
|
Postdoctoral Position in Bayesian Modeling for COPD Research
|
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0
|
198
|
October 5, 2023
|
|
Understanding chain_method
|
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3
|
520
|
June 13, 2023
|
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Gibbs Sampling as Composition of Numpyro programs
|
|
8
|
360
|
September 6, 2023
|
|
Could someone guide me in Implementing Bayesian Neural Networks in Pyro?
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0
|
129
|
March 26, 2024
|
|
Save Numpyro MCMC object state for additional sampling
|
|
2
|
571
|
May 5, 2023
|
|
Predicting for Schools Outside the Training Range using NumPyro's Predictive Class
|
|
7
|
283
|
June 4, 2023
|
|
Dataloaders with numpyro SVI?
|
|
6
|
289
|
January 5, 2024
|
|
GNNs using random_flax_module with Jraph
|
|
7
|
332
|
July 7, 2023
|
|
Using Predictive with BatchNorm (flax.linen)
|
|
7
|
344
|
June 27, 2023
|
|
Bayesian nonparametric model (Hierarchical Dirichlet Process) in pyro
|
|
1
|
272
|
January 24, 2024
|
|
AutoGuide For a deep learning MLP Model
|
|
6
|
324
|
November 23, 2023
|
|
A large number of divergences occur when enumerating the latent discrete variables. Is there a need for additional reparameterization operations?
|
|
3
|
424
|
May 2, 2023
|
|
Modeling bidirectional relationships / loopy graphs
|
|
7
|
265
|
December 10, 2023
|
|
Vmap, Scan, and numpyro.sample
|
|
7
|
270
|
November 7, 2023
|
|
Different results from SVI and MCMC
|
|
6
|
341
|
August 24, 2023
|
|
Vectorize particles in discrete HMM example
|
|
6
|
319
|
August 3, 2023
|
|
Simple BNN NUTS sampling
|
|
4
|
351
|
October 25, 2023
|
|
Implementing BNN for bimodal distribution
|
|
4
|
427
|
October 4, 2023
|
|
ValueError: Error while computing log_prob at site 'sigma'
|
|
6
|
307
|
August 7, 2023
|