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Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"
Collection of probabilistic models and inference algorithms
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
All the hipster things in Neural Net in a single repo
262 contributions in the last year
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