lfxai.models package
Submodules
- lfxai.models.base module
BlackBoxBlackBox._backward_hooksBlackBox._buffersBlackBox._forward_hooksBlackBox._forward_pre_hooksBlackBox._is_full_backward_hookBlackBox._load_state_dict_post_hooksBlackBox._load_state_dict_pre_hooksBlackBox._modulesBlackBox._non_persistent_buffers_setBlackBox._parametersBlackBox._state_dict_hooksBlackBox.latent()BlackBox.training
- lfxai.models.images module
AutoEncoderMnistAutoEncoderMnist._backward_hooksAutoEncoderMnist._buffersAutoEncoderMnist._forward_hooksAutoEncoderMnist._forward_pre_hooksAutoEncoderMnist._is_full_backward_hookAutoEncoderMnist._load_state_dict_post_hooksAutoEncoderMnist._load_state_dict_pre_hooksAutoEncoderMnist._modulesAutoEncoderMnist._non_persistent_buffers_setAutoEncoderMnist._parametersAutoEncoderMnist._state_dict_hooksAutoEncoderMnist.fit()AutoEncoderMnist.forward()AutoEncoderMnist.load_metadata()AutoEncoderMnist.save()AutoEncoderMnist.save_metadata()AutoEncoderMnist.test_epoch()AutoEncoderMnist.train_epoch()AutoEncoderMnist.training
BetaTcVaeMnistBetaTcVaeMnist._backward_hooksBetaTcVaeMnist._buffersBetaTcVaeMnist._forward_hooksBetaTcVaeMnist._forward_pre_hooksBetaTcVaeMnist._is_full_backward_hookBetaTcVaeMnist._load_state_dict_post_hooksBetaTcVaeMnist._load_state_dict_pre_hooksBetaTcVaeMnist._modulesBetaTcVaeMnist._non_persistent_buffers_setBetaTcVaeMnist._parametersBetaTcVaeMnist._state_dict_hooksBetaTcVaeMnist.fit()BetaTcVaeMnist.forward()BetaTcVaeMnist.latent_sample()BetaTcVaeMnist.loss()BetaTcVaeMnist.test_epoch()BetaTcVaeMnist.train_epoch()BetaTcVaeMnist.training
BetaVaeMnistBetaVaeMnist._backward_hooksBetaVaeMnist._buffersBetaVaeMnist._forward_hooksBetaVaeMnist._forward_pre_hooksBetaVaeMnist._is_full_backward_hookBetaVaeMnist._load_state_dict_post_hooksBetaVaeMnist._load_state_dict_pre_hooksBetaVaeMnist._modulesBetaVaeMnist._non_persistent_buffers_setBetaVaeMnist._parametersBetaVaeMnist._state_dict_hooksBetaVaeMnist.fit()BetaVaeMnist.forward()BetaVaeMnist.latent_sample()BetaVaeMnist.loss()BetaVaeMnist.test_epoch()BetaVaeMnist.train_epoch()BetaVaeMnist.training
ClassifierLatentClassifierLatent._backward_hooksClassifierLatent._buffersClassifierLatent._forward_hooksClassifierLatent._forward_pre_hooksClassifierLatent._is_full_backward_hookClassifierLatent._load_state_dict_post_hooksClassifierLatent._load_state_dict_pre_hooksClassifierLatent._modulesClassifierLatent._non_persistent_buffers_setClassifierLatent._parametersClassifierLatent._state_dict_hooksClassifierLatent.forward()ClassifierLatent.training
ClassifierMnistClassifierMnist._backward_hooksClassifierMnist._buffersClassifierMnist._forward_hooksClassifierMnist._forward_pre_hooksClassifierMnist._is_full_backward_hookClassifierMnist._load_state_dict_post_hooksClassifierMnist._load_state_dict_pre_hooksClassifierMnist._modulesClassifierMnist._non_persistent_buffers_setClassifierMnist._parametersClassifierMnist._state_dict_hooksClassifierMnist.fit()ClassifierMnist.forward()ClassifierMnist.load_metadata()ClassifierMnist.save()ClassifierMnist.save_metadata()ClassifierMnist.test_epoch()ClassifierMnist.train_epoch()ClassifierMnist.training
DecoderBurgessDecoderBurgess._backward_hooksDecoderBurgess._buffersDecoderBurgess._forward_hooksDecoderBurgess._forward_pre_hooksDecoderBurgess._is_full_backward_hookDecoderBurgess._load_state_dict_post_hooksDecoderBurgess._load_state_dict_pre_hooksDecoderBurgess._modulesDecoderBurgess._non_persistent_buffers_setDecoderBurgess._parametersDecoderBurgess._state_dict_hooksDecoderBurgess.forward()DecoderBurgess.training
DecoderMnistDecoderMnist._backward_hooksDecoderMnist._buffersDecoderMnist._forward_hooksDecoderMnist._forward_pre_hooksDecoderMnist._is_full_backward_hookDecoderMnist._load_state_dict_post_hooksDecoderMnist._load_state_dict_pre_hooksDecoderMnist._modulesDecoderMnist._non_persistent_buffers_setDecoderMnist._parametersDecoderMnist._state_dict_hooksDecoderMnist.forward()DecoderMnist.training
EncoderBurgessEncoderBurgess._backward_hooksEncoderBurgess._buffersEncoderBurgess._forward_hooksEncoderBurgess._forward_pre_hooksEncoderBurgess._is_full_backward_hookEncoderBurgess._load_state_dict_post_hooksEncoderBurgess._load_state_dict_pre_hooksEncoderBurgess._modulesEncoderBurgess._non_persistent_buffers_setEncoderBurgess._parametersEncoderBurgess._state_dict_hooksEncoderBurgess.forward()EncoderBurgess.mu()EncoderBurgess.training
EncoderMnistEncoderMnist._backward_hooksEncoderMnist._buffersEncoderMnist._forward_hooksEncoderMnist._forward_pre_hooksEncoderMnist._is_full_backward_hookEncoderMnist._load_state_dict_post_hooksEncoderMnist._load_state_dict_pre_hooksEncoderMnist._modulesEncoderMnist._non_persistent_buffers_setEncoderMnist._parametersEncoderMnist._state_dict_hooksEncoderMnist.forward()EncoderMnist.training
SimCLRSimCLR._backward_hooksSimCLR._buffersSimCLR._forward_hooksSimCLR._forward_pre_hooksSimCLR._is_full_backward_hookSimCLR._load_state_dict_post_hooksSimCLR._load_state_dict_pre_hooksSimCLR._modulesSimCLR._non_persistent_buffers_setSimCLR._parametersSimCLR._state_dict_hooksSimCLR.fit()SimCLR.forward()SimCLR.get_color_distortion()SimCLR.get_lr()SimCLR.nt_xent()SimCLR.training
VAEVAE._backward_hooksVAE._buffersVAE._forward_hooksVAE._forward_pre_hooksVAE._is_full_backward_hookVAE._load_state_dict_post_hooksVAE._load_state_dict_pre_hooksVAE._modulesVAE._non_persistent_buffers_setVAE._parametersVAE._state_dict_hooksVAE.fit()VAE.forward()VAE.load_metadata()VAE.reparameterize()VAE.sample_latent()VAE.save()VAE.save_metadata()VAE.test_epoch()VAE.train_epoch()VAE.training
VarDecoderMnistVarDecoderMnist._backward_hooksVarDecoderMnist._buffersVarDecoderMnist._forward_hooksVarDecoderMnist._forward_pre_hooksVarDecoderMnist._is_full_backward_hookVarDecoderMnist._load_state_dict_post_hooksVarDecoderMnist._load_state_dict_pre_hooksVarDecoderMnist._modulesVarDecoderMnist._non_persistent_buffers_setVarDecoderMnist._parametersVarDecoderMnist._state_dict_hooksVarDecoderMnist.forward()VarDecoderMnist.training
VarEncoderMnistVarEncoderMnist._backward_hooksVarEncoderMnist._buffersVarEncoderMnist._forward_hooksVarEncoderMnist._forward_pre_hooksVarEncoderMnist._is_full_backward_hookVarEncoderMnist._load_state_dict_post_hooksVarEncoderMnist._load_state_dict_pre_hooksVarEncoderMnist._modulesVarEncoderMnist._non_persistent_buffers_setVarEncoderMnist._parametersVarEncoderMnist._state_dict_hooksVarEncoderMnist.forward()VarEncoderMnist.mu()VarEncoderMnist.training
init_vae()log_density_gaussian()
- lfxai.models.losses module
- lfxai.models.pretext module
- lfxai.models.time_series module
AutoencoderCNNAutoencoderCNN._backward_hooksAutoencoderCNN._buffersAutoencoderCNN._forward_hooksAutoencoderCNN._forward_pre_hooksAutoencoderCNN._is_full_backward_hookAutoencoderCNN._load_state_dict_post_hooksAutoencoderCNN._load_state_dict_pre_hooksAutoencoderCNN._modulesAutoencoderCNN._non_persistent_buffers_setAutoencoderCNN._parametersAutoencoderCNN._state_dict_hooksAutoencoderCNN.fit()AutoencoderCNN.forward()AutoencoderCNN.save()AutoencoderCNN.test_epoch()AutoencoderCNN.train_epoch()AutoencoderCNN.training
DecoderDecoder._backward_hooksDecoder._buffersDecoder._forward_hooksDecoder._forward_pre_hooksDecoder._is_full_backward_hookDecoder._load_state_dict_post_hooksDecoder._load_state_dict_pre_hooksDecoder._modulesDecoder._non_persistent_buffers_setDecoder._parametersDecoder._state_dict_hooksDecoder.forward()Decoder.training
DecoderCNNDecoderCNN._backward_hooksDecoderCNN._buffersDecoderCNN._forward_hooksDecoderCNN._forward_pre_hooksDecoderCNN._is_full_backward_hookDecoderCNN._load_state_dict_post_hooksDecoderCNN._load_state_dict_pre_hooksDecoderCNN._modulesDecoderCNN._non_persistent_buffers_setDecoderCNN._parametersDecoderCNN._state_dict_hooksDecoderCNN.forward()DecoderCNN.training
EncoderEncoder._backward_hooksEncoder._buffersEncoder._forward_hooksEncoder._forward_pre_hooksEncoder._is_full_backward_hookEncoder._load_state_dict_post_hooksEncoder._load_state_dict_pre_hooksEncoder._modulesEncoder._non_persistent_buffers_setEncoder._parametersEncoder._state_dict_hooksEncoder.forward()Encoder.training
EncoderCNNEncoderCNN._backward_hooksEncoderCNN._buffersEncoderCNN._forward_hooksEncoderCNN._forward_pre_hooksEncoderCNN._is_full_backward_hookEncoderCNN._load_state_dict_post_hooksEncoderCNN._load_state_dict_pre_hooksEncoderCNN._modulesEncoderCNN._non_persistent_buffers_setEncoderCNN._parametersEncoderCNN._state_dict_hooksEncoderCNN.forward()EncoderCNN.training
RecurrentAutoencoderRecurrentAutoencoder._backward_hooksRecurrentAutoencoder._buffersRecurrentAutoencoder._forward_hooksRecurrentAutoencoder._forward_pre_hooksRecurrentAutoencoder._is_full_backward_hookRecurrentAutoencoder._load_state_dict_post_hooksRecurrentAutoencoder._load_state_dict_pre_hooksRecurrentAutoencoder._modulesRecurrentAutoencoder._non_persistent_buffers_setRecurrentAutoencoder._parametersRecurrentAutoencoder._state_dict_hooksRecurrentAutoencoder.fit()RecurrentAutoencoder.forward()RecurrentAutoencoder.save()RecurrentAutoencoder.test_epoch()RecurrentAutoencoder.train_epoch()RecurrentAutoencoder.training