# STUDIES & FINDINGS

- [Abstract](/studies-and-findings/abstract.md)
- [Introduction and related works](/studies-and-findings/introduction-and-related-works.md)
- [Model overview](/studies-and-findings/model-overview.md)
- [Convolutional neural network - CNN](/studies-and-findings/model-overview/convolutional-neural-network-cnn.md)
- [Dropout techniques](/studies-and-findings/model-overview/dropout-techniques.md)
- [Long short-term memory (LSTM)](/studies-and-findings/model-overview/long-short-term-memory-lstm.md)
- [Methodology](/studies-and-findings/model-overview/methodology.md)
- [Data collection and merging](/studies-and-findings/model-overview/data-collection-and-merging.md)
- [Model architecture](/studies-and-findings/model-overview/model-architecture.md)
- [Dataset and Parameter Optimization](/studies-and-findings/model-overview/dataset-and-parameter-optimization.md)
- [Results and discussion](/studies-and-findings/model-overview/results-and-discussion.md)
- [Trading Philosophy & Method](/studies-and-findings/model-overview/trading-philosophy-and-method.md)
- [Basic algorithm](/studies-and-findings/model-overview/basic-algorithm.md)
- [Results](/studies-and-findings/model-overview/results.md)
- [Conclusion](/studies-and-findings/conclusion.md)