--------- Table of Contents 1. Intro 2. Trading tools and helpers 3. Training models v1 4. Training models v2 5. Final conclusions and ideas --------- 1. Intro This is a repo where I store code for training and making an automated FX trading bot. Essentially most of the work done here is about trying to train an accurate price movement classification model. But it as well contains all of the other necessary stuff like downloading historical or recent FX data and live-managing a demo trading account using OANDA's API. As a default, the training is done using 15 years of hourly data of EUR/USD. The dataset is split into 11 years of training data, 3 years of test data and 1.5 years of cross-validation data (keep this in mind when looking at portfolio value charts). MFeature engineering is mostly done using indicators from ta-lib package. Once I'm comfortible with data exploration, models and stuff, I should try other pairs as well. Or maybe a grand-model of huge-bunch-of-different-pairs at once!? --------- 2. Trading tools and helpers Easy way to get historical data. Simple code to down

⚠ No verified equity curve — no track-record source connected.

No score history is stored yet — only the current score is shown.

⚠ No live verification account connected — ask for proof before buying.

Alerts on changes: coming soon

Prop-firm compatibility not provided.

Data-completeness & trust index (not a profitability rating)