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Top 5 deep-generative-model open source projects

gradient-boosted-normalizing-flows

We got a stew going!

✭ 20

python shell pytorch variational-inference density-estimation boosting normalizing-flows variational-autoencoder deep-generative-model

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

✭ 51

python crf text-generation generative-model density-estimation structured-prediction paraphrase-generation deep-generative-model gradient-estimator data-to-text

PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)

✭ 63

python Jupyter Notebook pytorch speech-synthesis density-estimation probabilistic-models normalizing-flows generative-models deep-generative-model

Neural Relation Understanding: neural cardinality estimators for tabular data

✭ 76

python shell transformers generative-model learned-database query-optimization unsupervised-learning cardinality-estimation density-estimation autoregressive-neural-networks self-supervised-learning deep-generative-model learned-database-components

EfficientMORL (ICML'21)

✭ 22

python Jupyter Notebook shell vision vae deep-generative-model slot-based

1-5 of 5 deep-generative-model projects