This repository contains the source code for the article series “Neural Networks in Trading”.
Updated 2026-08-22 17:08:09 +00:00
This repository contains the source code for the article series “Neural Networks in Trading”.
Updated 2026-08-18 09:26:35 +00:00
We implement a research paper's network-momentum trend-following strategy entirely in MQL5. The EA detects lead-lag relationships between markets with Derivative Dynamic Time Warping, learns a weighted network by convex optimization, and trades the momentum that spills across it.
Updated 2026-08-14 00:10:43 +00:00
Toeplitz Inverse Covariance Clustering in native MQL5: sparse per-regime precision matrices, non-repainting regime ribbon and dependency graph panel.
Updated 2026-08-14 00:10:17 +00:00
Survival analysis applied to MetaTrader 5 deal history: Kaplan-Meier and hazard curves that answer how long a trade lasts and when it is most likely to die, not just how often it wins.
Updated 2026-08-14 00:09:58 +00:00
Symbolic Aggregate Approximation (SAX) in MQL5: Historical Analog Search and Forecasting
Updated 2026-08-14 00:09:56 +00:00
Symbolic Fourier Approximation in MQL5: a Fourier front end with MCB binning for historical analog search, measured head to head against SAX on identical windows.
Updated 2026-08-14 00:09:56 +00:00
An MQL5 indicator that recovers the market's own probability distribution from an option chain using the Breeden-Litzenberger identity.
Updated 2026-08-14 00:09:54 +00:00
Porting Daniel Bloch's Relative Moving Average framework into a complete MetaTrader 5 system
Updated 2026-08-14 00:09:53 +00:00
Ordinal Pattern Transition Networks in MQL5
Updated 2026-08-14 00:09:52 +00:00
Intrinsic time and the directional-change operator in MQL5: scaling laws verified on live ticks, and the Alpha Engine coastline trader built on top of them.
Updated 2026-08-14 00:09:49 +00:00
Implied Volatility Surface implemented in MQL5 DirectX
Updated 2026-08-14 00:09:48 +00:00
Reconstructing the FX volatility smile in MQL5 from broker quotes, using Garman-Kohlhagen pricing and the delta-space conventions the FX market actually quotes in.
Updated 2026-08-14 00:09:47 +00:00
The repo hosts Bag-of-SFA-Symbols classifier from scratch in pure MQL5, turning price windows into words and bags of words into a regime classifier. Benchmarked against Dynamic Time Warping on BTCUSD, the BOSS ensemble wins on clean accuracy and runs about twenty times faster.
Updated 2026-08-14 00:09:45 +00:00
Extreme Value Theory (EVT) risk magnitude tool
Updated 2026-08-14 00:09:45 +00:00
Gamma Exposure (GEX) Implemented in MQL5
Updated 2026-08-14 00:09:45 +00:00
Porting the Canonical Catch22 Time-Series Feature Set to MQL5
Updated 2026-08-14 00:09:44 +00:00
Bayesian Online Change-Point Detection (BOCPD) in MQL5: One Regime-Break Signal, Three Ways to Use It
Updated 2026-08-14 00:09:42 +00:00