clementchadebec
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Uploading VAE in clementchadebec/reproduced_hvae
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README.md
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language: en
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tags:
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- pythae
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- reproducibility
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license: apache-2.0
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---
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This model was trained with pythae. It can be downloaded or reloaded using the method `load_from_hf_hub`
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```python
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>>> from pythae.models import AutoModel
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>>> model = AutoModel.load_from_hf_hub(hf_hub_path="
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```
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## Reproducibility
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This trained model reproduces the results of Table 1 in [1].
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| Model | Dataset | Metric | Obtained value | Reference value |
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| HVAE (n_lf=4) | Binary MNiST | NLL (1000 IS) | | 86.40 |
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[1] Samlimans, T. et al, *Markov chain monte carlo and variational inference: Bridging the gap*, ICML 2015
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language: en
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tags:
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- pythae
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license: apache-2.0
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---
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This model was trained with pythae. It can be downloaded or reloaded using the method `load_from_hf_hub`
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```python
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>>> from pythae.models import AutoModel
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>>> model = AutoModel.load_from_hf_hub(hf_hub_path="your_hf_username/repo_name")
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```
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