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VAEs Pytorch realization

Installation

# Create conda environment
conda create -n vaes python=3.6 -y
conda activate vaes

# Install dependencies
pip install https://download.pytorch.org/whl/cu75/torch-0.1.10.post1-cp36-cp36m-linux_x86_64.whl#sha256=314aaf2d8320357f1c21d5729c6600b6b8d30210bfeb1aabe0fd9199a0b94b7c
# pip install http://download.pytorch.org/whl/torch-0.1.10.post1-cp36-cp36m-macosx_10_7_x86_64.whl
pip install -r requirements.txt

Usage

python vaes.py

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PyTorch implementation of "Auto-Encoding Variational Bayes"

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  • Jupyter Notebook 98.6%
  • Python 1.4%