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1. noisereduce noisereduce Public

   Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)

   Jupyter Notebook 1.5k 235

2. lmcinnes/umap lmcinnes/umap Public

   Uniform Manifold Approximation and Projection

   Python 7.5k 811

3. ParametricUMAP_paper ParametricUMAP_paper Public

   Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised lear…

   Jupyter Notebook 149 15

4. GAIA GAIA Public

   Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained explicitly on interpolations to promote convexity and better l…

   Jupyter Notebook 78 19

5. tensorflow2-generative-models tensorflow2-generative-models Public

   Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

   Jupyter Notebook 997 187

6. Tensorflow-MultiGPU-VAE-GAN Tensorflow-MultiGPU-VAE-GAN Public

   A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.

   Jupyter Notebook 442 96