Blog / Tag

Python

7 posts

·1 min read

Forex Daily Breakout EA: old project review

A review of my old Expert Advisor that traded Forex with a daily breakout strategy: what it did and what I learned.

·6 min read

How I started with deep learning

My story of getting into machine learning and deep learning, what I studied first, and what I would skip today.

·4 min read

Animated Forex candlestick chart in Python

Build a live, animated candlestick chart from raw Forex tick data in Python with pandas and matplotlib.

·13 min read

Forex deep learning validation method

How to validate a deep learning model on Forex data without fooling yourself: walk-forward splits, leakage traps and honest metrics.

·3 min read

Is there any time in Forex that repeats?

Looking for repeating intraday behaviour in EUR/USD: a Python study of hourly price patterns and whether time of day carries an edge.

·29 min read

Predict Forex candlestick patterns using Keras

Can a neural network predict the next move from candlestick data alone? A full Keras experiment on 1h EUR/USD data from 2014 to 2019.

·8 min read

The easiest way to use Keras on GPU with Docker

Run Keras and TensorFlow on your GPU without fighting drivers: a step-by-step Docker setup with the NVIDIA runtime.