6 open source projects by omerbsezer

1. Reinforcement learning tutorial with demo

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

✭ 442

jupyter-notebook machine-learning tutorial reinforcement-learning deep-reinforcement-learning meta-learning dynamic-programming policy-gradient actor-critic q-learning a3c imitation-learning

2. Fast Pytorch

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

✭ 346

python jupyter-notebook deep-learning machine-learning pytorch computer-vision cnn rnn transfer-learning pytorch-tutorial

3. Lstm rnn tutorials with demo

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

✭ 344

python lstm-neural-networks

4. Generative models tutorial with demo

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

✭ 276

jupyter-notebook tutorial generative-adversarial-network generative-model gans dcgan variational-autoencoder tutorial-code cyclegan variational-inference

5. TimeSeries2DBarChartImageCNN

Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)

✭ 25

python java image-generation convolutional-neural-networks price-prediction

6. SparkMlpDow30

A new stock trading and prediction model based on a MLP neural network utilizing technical analysis indicator values as features (using Apache Spark MLlib)

✭ 34

java neural-networks financial-analysis spark-mllib price-prediction

1-6 of 6 user projects