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State of Neural Networks strategies - Printable Version +- Gekko Forum (https://forum.gekko.wizb.it) +-- Forum: Gekko (https://forum.gekko.wizb.it/forum-13.html) +--- Forum: Strategy Development (https://forum.gekko.wizb.it/forum-12.html) +--- Thread: State of Neural Networks strategies (/thread-57965.html) Pages:
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State of Neural Networks strategies - rdeman - 07-09-2019 It appears to me that the development of Neural Network based strategies for Gekko have gone a bit... stale? The best article so far on this topic has been written by Deandree Blake at Medium.com (see: Medium.com "Crypto Trading 2018 in Review: 17 Advanced + 15 Neural Net strategies tested" https://medium.com/coinmonks/crypto-trading-2018-in-review-17-advanced-15-neural-net-strategies-tested-part-7-d308963d13e9, also referred to on this forum "Neural Network strategy backtest comparison": https://forum.gekko.wizb.it/thread-57766.html ) So far the most helpful resources I have seen, yet this all is about 2018. Deandree but also others on various postings seem to grab their strategies from the infamous xFFFFF Gekko-Strategies Github repository: https://github.com/xFFFFF/Gekko-Strategies: Latest commit was on 24 May 2018. Not very active.... As Deandree points out in his Medium.com article: "All strategies share some common traits: they use some kind of NN lib. Most (13/15) use convnetjs. The other 2 use LSTM type lib — synaptic or neataptic." So 13/15 of the Neural Net strategies in the xFFFFF repository are using convnetjs (https://github.com/karpathy/convnetjs): Latest commit on 24 Nov 2016. The most popular neural network library has not been maintained in 3 years... ![]() 1/15 strat (gekkoNeatapticIndicator) uses Neataptic: https://github.com/wagenaartje/neataptic Last commit on 9 Jun 2018 over a year without maintenance 1/15 strat (LSTM_MACD_RSI_V3) uses Synaptic: https://github.com/cazala/synaptic Last commit 14 Feb (2019 that is, I assume, reasonably active) So here we have it: Only LSTM_MACD_RSI_V3 uses a neural network library that is up to date (and gets points for clean code) but sadly, LSTM_MACD_RSI_V3 does not score very well in Deandree's backtesting... Is this really the best we have? Does anyone know of more up to date information? NOTE: It looks like zuki_nn is so far one of the best neural networks out there and it relies on a 2016 neural network library... so yes I do newer does not necessarily mean better. However, it seems things have gone stale since the 2018 crypto bear market. I am just curious to see if anything significant has happened since. RE: State of Neural Networks strategies - buysmartfitness - 12-16-2020 Increment shrouded Layers. ... Change Activation work. ... Change Activation work in Output layer. ... Increment number of neurons. ... Weight introduction. ... More information. ... Normalizing/Scaling information. RE: State of Neural Networks strategies - nasila - 04-14-2021 Faux leather or can be named Synthetic leather or Imitation leather or Artificial leather, There are 3 primary types of faux leather fabrics Faux Leather ViewPoint, Please visit our website to get the best & honest information for all kind of leathers. faux leather RE: State of Neural Networks strategies - lucifar - 04-18-2021 Affordable Pool Repair provides the best pool restoration, renovation, gunite pool finishes, and pool coping in the area of Boston as well as New Hampshire. Pool Deck Services RE: State of Neural Networks strategies - lucifar - 04-21-2021 We have everything from fresh and exclusive releases to inspirational samples from our top-tier producers and sound designers across different genres. Search and find exactly what you are looking for today. hip hop sounds RE: State of Neural Networks strategies - nasila - 04-23-2021 Buy high quality cannabis and vape proudcts from us at great prices. Weed, flowers, cbd oil, vapes, pre-rolls, extracts and have them delivered to you. small cannabis seeds RE: State of Neural Networks strategies - lucifar - 04-25-2021 Nice post! This is a very nice blog that I will definitively come back to more times this year! Thanks for informative post. knotted Gown RE: State of Neural Networks strategies - lucifar - 04-26-2021 Cape Cod Pool Repair launched in 1992, under the original name Affordable Pool Construction, and from our humble beginnings, we have become leaders of the pool industry having worked on over 20,000 pools to date and we are still growing! Pool Remodeling Cape Cod RE: State of Neural Networks strategies - lucifar - 04-29-2021 Our team is highly trained and focused on providing high-quality services at affordable prices. We take pride in keeping our customers satisfied and ensuring the longevity of their pools and hot tubs. hot tub maintenance RE: State of Neural Networks strategies - lucifar - 04-30-2021 Tutarchive is the premier and authentic blog publisher that shares knowledge & tips about online earning, digital marketing, freelancing & more! affiliate marketing on Pinterest |