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VariationalRecurrentNeuralNetwork
Pytorch implementation of the Variational Recurrent Neural Network (VRNN).flow
Implementation of our ICLR paper: https://openreview.net/pdf?id=By4HsfWAZgantk2
GAN(TK)Β²: GAN Neural Tangent Kernel ToolKitmusicGAN
Training LSTM/Convnets based generative adversarial networks for generating audio data using Torch.reno
highwayNetwork
Torch highway network implementation + training/evaluation on MNIST from https://arxiv.org/abs/1505.00387.discourseAnalysis
Using discourse analysis tools to infer text types (narrative, explicative, argumentative).SoRec
Implementation of SoRec: Social Recommandation Using Probabilistic Matrix FactorisationtmeTAL
CharGRUConversation
Torch implementation of Character Level Neural Conversation using GRUs.bostonHousePricesRegression
Linear regressions (normal, lasso, l2, etc) on sklearn's Boston house prices dataset.ensembleAnalysis
Implementation of Bagging and Adaboost, and analysis of their effects on the bias-variance tradeoff.Love Open Source and this site? Check out how you can help us