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Huseinzol05 Deep Learning Tensorflow
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Gathers Tensorflow deep learning models.
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Project README
Deep-Learning-Tensorflow
Gathers Tensorflow deep learning projects.
Table of contents
Convolutional Neural Network
Feed-forward Neural Network
Recurrent Neural Network
Attention API
Sequence-to-Sequence
Hybrid Model
Bayesian Hyperparameter Optimization
Regression
Reinforcement-learning
Distributed
Miscellaneous
Generative Adversarial Network
Convolutional Neural Network
Scratch Alex-net CIFAR 10
Capsule Network
Encoder-Decoder
Residual Network
Basic Conv on MNIST
Byte-Net Translator
Siamese Network on MNIST
Generalized Hamming Network on MNIST
Binary-net
Kmax Conv1d
Temporal Conv1d
Triplet loss on MNIST
Dense-net
U-net
Feed-forward Neural Network
Batch-normalization
Encoder-Decoder
Word Vector
Dropout Comparison, GIF included
L1, L2, L1-L2 Regularization Comparison, GIF included
Optimizer Comparison (Gradient Descent, Adagrad, RMSProp, Adam), GIF included
Batch-normalization Comparison, GIF included
Self-Normalized without and with API on MNIST
Addsign and Powersign Optimizer
Backprop without Learning Rates Through Coin Betting Optimizer (COCOB)
Recurrent Neural Network
Music Generator
Stock forecasting, GIF included
Text Generator
Signal Classifier
Generator Comparison (LSTM GRU, LSTM Bidirectional, GRU Bidirectional), GIF included
Time-Aware Long-Short Term Memory
Dilated RNN
Layer-Norm LSTM
Neural Turing Machine
Only Attention
Multihead Attention
Fast-slow LSTM
Siamese Network
Nested LSTM
DNC (Differentiable Neural Computer)
Simple Recurrent Unit
Attention API
Bahdanau
Luong
Hierarchical
Additive
Soft
Attention-over-Attention
Bahdanau API
Luong API
Sequence-to-Sequence
Basic Seq-to-Seq
Beam decoder
Chatbot with Attention (old API)
Summarization with Attention (old API)
Luong attention
Bahdanau attention
Bidirectional
Estimator
Altimatum (bidirectional + lstm + luong + beam)
Hybrid Model
CNN + LSTM RNN for OCR
GAN Sentence
Bayesian Hyperparameter Optimization
Conv-CIFAR10
Feedforward-Iris
Recurrent-Sentiment
Conv-Iceberg
Regression
Linear Regression, GIF included
Polynomial Regression, GIF included
Ridge Regression, GIF included
Lasso Regression, GIF included
Elastic-net Regression, GIF included
Sigmoid Regression, GIF included
Quantile Regression
Reinforcement-learning
Policy gradient
Q-learning
Double Q-learning
Recurrent-Q-learning
Double Recurrent-Q-learning
Dueling Q-learning
Dueling Recurrent-Q-learning
Double Dueling Q-learning
Double Dueling Recurrent-Q-learning
Actor-Critic
Actor-Critic Dueling
Actor-Critic Recurrent
Actor-Critic Dueling Recurrent
Async Q-learning
Distributed
TF-Distributed
Sparkflow
Dask Tensorflow
Miscellaneous
RNN-LSTM 20newsgroup Tensorboard histrogram
Tensorboard debugger
Transfer learning emotion dataset on MobilenetV2
Multiprocessing tfrecords
TF-Serving
Renaming checkpoint
Load Tensorflow Slim Checkpoint
Observed how Inception learned
Generative Adversarial Network
DCGAN
DiscoGAN
Basic GAN
WGAN-improve
Open Source Agenda is not affiliated with "Huseinzol05 Deep Learning Tensorflow" Project. README Source:
huseinzol05/Deep-Learning-Tensorflow
Stars
50
Open Issues
1
Last Commit
5 years ago
License
MIT
Tags
Attention Seq2seq
Chatbot
Dcgan
Deep Learning
Encoder
Multi Perceptron
Recurrent Neural Networks
Seq2seq
Tensorflow
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