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The image style transfer research over the past year is capable of generating a new image conditioned on a painting’s style. The original [results](https://arxiv.org/abs/1508.06576) were revelatory an…
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https://doi.org/10.1101/103994
> As high-throughput biological sequencing becomes faster and cheaper, the need to extract useful information from sequencing becomes ever more paramount, often limit…
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I define my own seq2seq structure with LSTMs for both encoder and decoder.
Everything's just fine when I pass toy data or train the model like this:
```
enc = Encoder(1, 50, num_layers=2)
dec = De…
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was doing HP optimization with keras tuner, then my notebook erroneously got deleted.
now trying to reverse the process and i have the folder with the oracle and all the trials in my drive.
the …
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it would be really nice to be able to eg take models implemented in jax with `jax.lax.scan` and port them over to torch without having to unroll scans over modules
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### Motivation
Speculative decoding can speed up generation more than 2x. This degree of speedup is an important feature for a production-grade LM deployment library, and it seems the methods are s…
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# Overview
Basic Elements about Deep Learning
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### Deep Learning Simplified Repository (Proposing new issue)
:red_circle: **Project Title** : Conflict in Ethiopia using DL
:red_circle: **Aim** : The aim of this project is to analyze the dataset…
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**You question here**
I don't understand how the [pretrained models](http://nussl.ci.northwestern.edu/) (e.g. musdb+slakhv0_TG3EvX6.pth) should be used. What is the model class for each of the models…
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Hello,
In the notebook corresponding to chapter 13, there is the following code at cell 156:
```python
model = keras.models.Sequential([
text_vectorization,
keras.layers.Embedding(inp…