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Remove deprecated lightning hyperprior (#225)
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README.md

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- **August 2023 (image compression)** - [Released PyTorch implementation of MS-ILLM](https://github.com/facebookresearch/NeuralCompression/tree/main/projects/illm)
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- **April 2023 (video compression)** - [Released PyTorch implementation of VCT](https://github.com/facebookresearch/NeuralCompression/tree/main/projects/torch_vct)
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- **November 2022 (image compression)** - [Released Bits-Back coding with diffusion models](https://github.com/facebookresearch/NeuralCompression/tree/main/projects/bits_back_diffusion)!
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- **July 2021 (image compression)** - [Released implemenation of Scale Hyperprior](https://github.com/facebookresearch/NeuralCompression/tree/main/projects/scale_hyperprior_lightning)
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- **July 2021 (video compression)** - [Released implementation of DVC](https://github.com/facebookresearch/NeuralCompression/tree/main/projects/deep_video_compression)
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## About
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- `deep_video_compression` [DVC (Lu et al., 2019)](https://openaccess.thecvf.com/content_CVPR_2019/html/Lu_DVC_An_End-To-End_Deep_Video_Compression_Framework_CVPR_2019_paper.html), might soon be deprecated
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- `illm` [MS-ILLM (Muckley et al., 2023)](https://proceedings.mlr.press/v202/muckley23a.html)
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- `jax_entropy_coders` - implementations of arithmetic coding and ANS in JAX
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- `scale_hyperprior_lightning` [Scale Hyperprior (Balle et al., 2018)](https://arxiv.org/abs/1802.01436), might soon be deprecated
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- `torch_vct` [VCT (Mentzer, et al.,)](https://proceedings.neurips.cc/paper_files/paper/2022/hash/54dcf25318f9de5a7a01f0a4125c541e-Abstract-Conference.html)
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## Tutorial Notebooks

projects/scale_hyperprior_lightning/README.md

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projects/scale_hyperprior_lightning/config/base.yaml

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projects/scale_hyperprior_lightning/config/mode/submitit_multi_node.yaml

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projects/scale_hyperprior_lightning/config/mode/submitit_single_node.yaml

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projects/scale_hyperprior_lightning/requirements.txt

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projects/scale_hyperprior_lightning/scale_hyperprior.py

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projects/scale_hyperprior_lightning/tests/test_scale_hyperprior_lightning.py

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