├── Data ├── AAL │ ├── AAL.csv │ └── data_processed.csv ├── AAPL │ ├── AAPL.csv │ ├── AAPL.jpg │ └── data_processed.csv ├── AMD │ ├── AMD.csv │ └── data_processed.csv ├── AMD2 │ ├── AMD.csv │ ├── AMD.jpg │ └── data_processed.csv ├── AXP │ ├── AXP.csv │ └── data_processed.csv ├── BTC-USD │ ├── BTC-USD.csv │ ├── BTC-USD.jpg │ └── data_processed.csv ├── BTC-USD1 │ ├── BTC-USD.csv │ └── data_processed.csv ├── Bitmex │ ├── XBTUSD-5m-data.csv │ └── data_processed.csv ├── CSCO │ ├── CSCO.csv │ └── data_processed.csv ├── DJI │ ├── DJI.csv │ ├── DJI.jpg │ └── data_processed.csv ├── DatasetImages.zip ├── DatasetImages │ ├── AAL.jpg │ ├── AAPL.jpg │ ├── AMD.jpg │ ├── AXP.jpg │ ├── BTC-USD.jpg │ ├── CSCO.jpg │ ├── DJI.jpg │ ├── GE.jpg │ ├── GOOGL.jpg │ ├── HSI.jpg │ ├── IBM.jpg │ ├── KSS.jpg │ └── S&P.jpg ├── GE │ ├── GE.csv │ └── data_processed.csv ├── GE2 │ ├── GE.csv │ └── data_processed.csv ├── GOOGL │ ├── GOOGL.csv │ ├── GOOGL.jpg │ └── data_processed.csv ├── GOOGL1 │ ├── GOOGL.csv │ └── data_processed.csv ├── HSI │ ├── HSI.csv │ └── data_processed.csv ├── HSI2 │ ├── HSI.csv │ └── data_processed.csv ├── IBM │ ├── IBM.csv │ └── data_processed.csv ├── KSS │ ├── KSS.csv │ ├── KSS.jpg │ └── data_processed.csv ├── NASDAQ │ └── NASDAQ.csv ├── S&P │ ├── S&P.csv │ └── data_processed.csv ├── S&P2 │ ├── S&P.csv │ ├── S&P.jpg │ └── data_processed.csv └── data_processed.csv ├── DataLoader ├── Data.py ├── DataAutoPatternExtractionAgent.py ├── DataForPatternBasedAgent.py ├── DataLoader.py ├── DataSequencePrediction.py └── DataSequential.py ├── DeepRLAgent ├── BaseTrain.py ├── MLPEncoder │ ├── Decoder.py │ ├── Encoder.py │ ├── Seq2SeqModel.py │ ├── Train.py │ └── Train_prev.py ├── ReplayMemory.py ├── SimpleCNNEncoder │ ├── Decoder.py │ ├── Encoder.py │ ├── Seq2SeqModel.py │ └── Train.py └── VanillaInput │ ├── DeepQNetwork.py │ └── Train.py ├── EncoderDecoderAgent ├── BaseTrain.py ├── CNN │ ├── Decoder.py │ ├── Encoder.py │ ├── Seq2SeqModel.py │ └── Train.py ├── CNN2D │ ├── Decoder.py │ ├── Encoder.py │ ├── Seq2SeqModel.py │ └── Train.py ├── CNNAttn │ ├── Attention.py │ ├── Decoder.py │ ├── Encoder.py │ ├── Seq2SeqModel.py │ └── Train.py ├── CNN_GRU │ ├── Decoder.py │ ├── Encoder.py │ ├── Seq2SeqModel.py │ └── Train.py ├── GRU │ ├── Attention.py │ ├── Decoder.py │ ├── Encoder.py │ ├── Seq2SeqModel.py │ ├── Test │ │ └── Train.py │ └── Train.py └── ReplayMemory.py ├── LICENSE ├── Main.ipynb ├── Main.py ├── Objects ├── CNN-ATTN │ ├── AAL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── AAL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2000, 2018-09-25); CNN-ATTN; TC(0.0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, 2020-08-25); CNN-ATTN; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(12); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(25); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(30); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(40); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(5); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(50); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(75); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0); WindowSize(8); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN-ATTN; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── HSI; DATA_KIND(LSTMSequential); CNN-ATTN; WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT.pkl │ ├── HSI; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN-ATTN; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── KSS; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-ATTN; TC(0.0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ └── S&P; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN-ATTN; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl ├── CNN-GRU │ ├── AAL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── AAL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2000, 2018-09-25); CNN-GRU; TC(0.0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, 2020-08-25); CNN-GRU; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN-GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(12); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(25); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(30); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(40); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(5); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(50); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(75); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0); WindowSize(8); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── HSI; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN-GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── HSI; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN-GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ └── KSS; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN-GRU; TC(0.0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl ├── CNN │ ├── AAL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── AAPL; DATA_KIND(LSTMSequential); Dates(2010-01-01, 2018-01-01, 2020-08-24); CNN; TC(0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2000, 2018-09-25); CNN; TC(0.001); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT.pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, 2020-08-25); CNN; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, 2020-08-25); CNN; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN; TC(0.0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── Bests │ │ ├── BTC-USD; EncoderDecoderConvolutional; WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C2; N_SARSA10; EXPERIMENT(1).pkl │ │ └── BTC-USD; EncoderDecoderConvolutional; WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT(3).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(12); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(25); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(30); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(40); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(5); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(50); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(75); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(8); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── HSI; DATA_KIND(LSTMSequential); Dates(None, 2005-01-01, None); CNN; TC(0.0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT.pkl │ ├── HSI; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); CNN; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── KSS; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN; TC(0.0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── KSS; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN; TC(0.0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ └── S&P; DATA_KIND(LSTMSequential); Dates(2001-01-01, 2005-01-01, 2015-12-31); CNN; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl ├── CNN2D │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN2D; TC(0.0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ └── KSS; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); CNN2D; TC(0.0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl ├── GRU │ ├── AAL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2000, 2018-09-25); GRU; TC(0.001); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT.pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, 2020-08-25); GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, 2020-08-25); GRU; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── AMD; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, 2020-08-25); GRU; TC(0); WindowSize(25); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── Best │ │ ├── BTC-USD; AttentionAgent; WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT(1).pkl │ │ ├── BTC-USD; AttentionAgent; WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT(3).pkl │ │ └── BTC-USD; AttentionAgent; WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT(5).pkl │ ├── FirstPaper │ │ ├── BTC-USD; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ │ ├── HSI; DATA_KIND(LSTMSequential); Dates(None, 2005-01-01, None); GRU; TC(0.0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ │ ├── HSI; DATA_KIND(LSTMSequential); Dates(None, 2005-01-01, None); GRU; TC(0.0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ │ └── KSS; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0.0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(2008-01-01, 2016-01-01, 2018-12-20); GRU; TC(0.0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GE; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(12); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(25); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(3); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(30); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(40); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(5); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(50); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(75); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── GOOGL; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0); WindowSize(8); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── HSI; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── IBM; DATA_KIND(LSTMSequential); Dates(2008-01-01, 2016-01-01, 2018-12-20); GRU; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── KSS; DATA_KIND(LSTMSequential); Dates(None, 2018-01-01, None); GRU; TC(0.0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── S&P; DATA_KIND(LSTMSequential); Dates(2001-01-01, 2005-01-01, 2015-12-31); GRU; TC(0); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ ├── S&P; DATA_KIND(LSTMSequential); Dates(None, 2000, 2018-09-25); GRU; TC(0.001); WindowSize(20); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT.pkl │ ├── S&P; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); GRU; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl │ ├── S&P; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); GRU; TC(0); WindowSize(10); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10.pkl │ └── S&P; DATA_KIND(LSTMSequential); Dates(None, 2015-01-01, None); GRU; TC(0); WindowSize(15); BATCH_SIZE10; GAMMA0.7; EPS0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10(1).pkl ├── MLP │ ├── AAPL; MLP; StateMode(1); WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT.pkl │ ├── BTC-USD; MLP; StateMode(1); WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT.pkl │ ├── GOOGL; MLP; StateMode(1); WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT.pkl │ └── bests │ │ ├── BTC-USD; EncoderDecoderSimple; StateMode(1); WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT(1).pkl │ │ └── BTC-USD; EncoderDecoderSimple; StateMode(1); WindowSize(20); TRAIN_TEST_SPLIT(True); BATCH_SIZE10; GAMMA0.7; EPSILON0.1; REPLAY_MEMORY_SIZE20; C5; N_SARSA10; EXPERIMENT.pkl ├── RLAgent │ ├── 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