1.LSTM
2.LSTM Bidirectional
3.LSTM 2-Path
4.GRU
5.GRU Bidirectional
6.GRU 2-Path
7.Vanilla
8.Vanilla Bidirectional
9.Vanilla 2-Path
10.LSTM Seq2seq
11.LSTM Bidirectional Seq2seq
12.LSTM Seq2seq VAE
13.GRU Seq2seq
14.GRU Bidirectional Seq2seq
15.GRU Seq2seq VAE
16.Attention-is-all-you-Need
17.CNN-Seq2seq
18.Dilated-CNN-Seq2seq
1.Deep Feed-forward Auto-Encoder Neural Network to reduce dimension + Deep Recurrent Neural Network + ARIMA + Extreme Boosting Gradient Regressor
2.Adaboost + Bagging + Extra Trees + Gradient Boosting + Random Forest + XGB
1.Turtle-trading agent
2.Moving-average agent
3.Signal rolling agent
4.Policy-gradient agent
5.Q-learning agent
6.Evolution-strategy agent
7.Double Q-learning agent
8.Recurrent Q-learning agent
9.Double Recurrent Q-learning agent
10.Duel Q-learning agent
11.Double Duel Q-learning agent
12.Duel Recurrent Q-learning agent
13.Double Duel Recurrent Q-learning agent
14.Actor-critic agent
15.Actor-critic Duel agent
16.Actor-critic Recurrent agent
17.Actor-critic Duel Recurrent agent
18.Curiosity Q-learning agent
19.Recurrent Curiosity Q-learning agent
20.Duel Curiosity Q-learning agent
21.Neuro-evolution agent
22.Neuro-evolution with Novelty search agent
23.ABCD strategy agent
1.Stock market study on TESLA stock, tesla-study.ipynb
2.Outliers study using K-means, SVM, and Gaussian on TESLA stock, outliers.ipynb
3.Overbought-Oversold study on TESLA stock, overbought-oversold.ipynb
4.Which stock you need to buy? which-stock.ipynb
LSTM Model for stock forecasting and buying simulation inside Tensorflow JS, so everyone can try!
- Clone this folder and just open index.html,
Or, go to stock-forecasting-js!
- Check hyper parameters you want to tune,
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You can upload any stock CSV, downloaded from Yahoo finance or any website. Any error, please open an issue.
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Train the model and wait it's fitting!
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After done training, it will predict where to buy and sell,
Comparing histogram and loss graph,
