<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Mike Papinski — blog</title><description>Founder and engineer. I build the trading stack brokers and desks run on: HFTbridge, HFTfeed, VybeTrader and ViiSync. Products, story and the lab blog.</description><link>https://mikepapinski.com/</link><item><title>Forex Daily Breakout EA: old project review</title><link>https://mikepapinski.com/blog/forex-daily-breakout-ea-review/</link><guid isPermaLink="true">https://mikepapinski.com/blog/forex-daily-breakout-ea-review/</guid><description>A review of my old Expert Advisor that traded Forex with a daily breakout strategy: what it did and what I learned.</description><pubDate>Sat, 16 Nov 2019 00:00:00 GMT</pubDate><category>Forex</category><category>Python</category></item><item><title>How I started with deep learning</title><link>https://mikepapinski.com/blog/how-i-started-with-deep-learning/</link><guid isPermaLink="true">https://mikepapinski.com/blog/how-i-started-with-deep-learning/</guid><description>My story of getting into machine learning and deep learning, what I studied first, and what I would skip today.</description><pubDate>Sun, 10 Nov 2019 00:00:00 GMT</pubDate><category>Deep Learning</category><category>Machine Learning</category><category>Python</category></item><item><title>Animated Forex candlestick chart in Python</title><link>https://mikepapinski.com/blog/python-forex-candlestick-chart-animated/</link><guid isPermaLink="true">https://mikepapinski.com/blog/python-forex-candlestick-chart-animated/</guid><description>Build a live, animated candlestick chart from raw Forex tick data in Python with pandas and matplotlib.</description><pubDate>Fri, 01 Nov 2019 00:00:00 GMT</pubDate><category>Python</category><category>Forex</category></item><item><title>Forex deep learning validation method</title><link>https://mikepapinski.com/blog/forex-deep-learning-validation/</link><guid isPermaLink="true">https://mikepapinski.com/blog/forex-deep-learning-validation/</guid><description>How to validate a deep learning model on Forex data without fooling yourself: walk-forward splits, leakage traps and honest metrics.</description><pubDate>Wed, 19 Dec 2018 00:00:00 GMT</pubDate><category>Deep Learning</category><category>Machine Learning</category><category>Python</category><category>Forex</category></item><item><title>Is there any time in Forex that repeats?</title><link>https://mikepapinski.com/blog/is-there-any-time-in-forex-that-repeats/</link><guid isPermaLink="true">https://mikepapinski.com/blog/is-there-any-time-in-forex-that-repeats/</guid><description>Looking for repeating intraday behaviour in EUR/USD: a Python study of hourly price patterns and whether time of day carries an edge.</description><pubDate>Tue, 18 Dec 2018 00:00:00 GMT</pubDate><category>Deep Learning</category><category>Machine Learning</category><category>Python</category><category>Forex</category></item><item><title>Predict Forex candlestick patterns using Keras</title><link>https://mikepapinski.com/blog/predict-forex-candlestick-patterns-keras/</link><guid isPermaLink="true">https://mikepapinski.com/blog/predict-forex-candlestick-patterns-keras/</guid><description>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.</description><pubDate>Sat, 15 Dec 2018 00:00:00 GMT</pubDate><category>Deep Learning</category><category>Machine Learning</category><category>Python</category><category>Forex</category></item><item><title>The easiest way to use Keras on GPU with Docker</title><link>https://mikepapinski.com/blog/keras-gpu-docker/</link><guid isPermaLink="true">https://mikepapinski.com/blog/keras-gpu-docker/</guid><description>Run Keras and TensorFlow on your GPU without fighting drivers: a step-by-step Docker setup with the NVIDIA runtime.</description><pubDate>Thu, 11 Jan 2018 00:00:00 GMT</pubDate><category>Docker</category><category>Deep Learning</category><category>Machine Learning</category><category>Python</category></item></channel></rss>