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I tried running the ./bayesian-neural-network-blogpost/bin/download_model_info.py script to download the model along with the cifar10 data. But i was unable to access to access the s3 bucket . Could s…
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Hi all,
The following code runs fine for a standard neural network, but not for a Bayesian neural network. In the latter case, calling the function `fit`leads R to abort, not before saying that ten…
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Hi!
I'm currently working on new project [Gelato](https://github.com/ferrine/gelato) that can be interesting for Lasagne users. It links PyMC3 and Lasagne for constructing neural networks from bayesi…
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on implementing this on colab after git clone:
`!python /content/probability/tensorflow_probability/examples/bayesian_neural_network.py`
`Traceback (most recent call last):
File "/usr/local/lib…
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www.hunch.net
http://fastml.com/bayesian-machine-learning/
http://jakevdp.github.io/blog/2014/03/11/frequentism-and-bayesianism-a-practical-intro/
https://www.reddit.com/r/MachineLearning/comme…
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I've been working a bit on Bayesian Neural Networks in PyMC3 (here is the blog post: http://twiecki.github.io/blog/2016/06/01/bayesian-deep-learning/). I wonder if it would be possible to use Lasagne …
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Using mini-batches with ADVI might be an efficient solution to local minima. Test it on the smoothly broken power law. If it works, add it to the demo in your existing branch. We might make it a gener…
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- Change the sidebar name of the "Validation" section to "General Advice"
- Change the name "Throughout" to "During"
- Move all overfitting text (i.e. in `validation/before/inputs.md`) to the `valid…
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The examples in https://github.com/tensorflow/probability/tree/master/tensorflow_probability/examples do not run with TensorFlow 2, but it's been a while the stable TF2 is available. So, any plans to …
nbro updated
11 months ago
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It'd be great to have high profile model examples which we can highlight on the front page. Some ideas:
- [x] Bayesian linear regression
- [x] Hierarchical generalized linear model
- [x] Mixture mo…