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1. Fast-Kubernetes Public

   This repo covers Kubernetes Environment with LABs: Kubectl, Pod, Deployment, Service, PV, PVC, Kubeadm, Helm, etc.

   HTML 428 155

2. Fast-Docker Public

   This repo covers containerization and Docker Environment: Docker File, Image, Container, Commands, Volumes, Networks, Swarm, Stack, Service, possible scenarios.

   252 48

3. Reinforcement_learning_tutorial_with_demo Public

   Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Pape…

   Jupyter Notebook 555 142

4. LSTM_RNN_Tutorials_with_Demo Public

   LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

   Python 466 248

5. Generative_Models_Tutorial_with_Demo Public

   Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Importa…

   Jupyter Notebook 301 39

6. SparkDeepMlpGADow30 Public

   A Deep Neural-Network based (Deep MLP) Stock Trading System based on Evolutionary (Genetic Algorithm) Optimized Technical Analysis Parameters (using Apache Spark MLlib)

   Java 55 42