awesome-deep-trading

Unverified ML strategy on Crypto by cbailes. BotFinder score 18 out of 100.

List of awesome resources for machine learning-based algorithmic trading

Source: github

Explorer/Crypto/awesome-deep-trading
18
Data index
CryptoMLMedium risk⚠ Unverified

awesome-deep-trading

cbailesGitHub
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Net return
—
Max drawdown
—
Sharpe
—
Profit factor
—
Win rate
—
Track record
7.9y
BotFinder Analysis

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About

awesome-deep-trading

awesome-deep-trading List of code, papers, and resources for AI/deep learning/machine learning/neural networks applied to algorithmic trading. Open access: all rights granted for use and re-use of any kind, by anyone, at no cost, under your choice of either the free MIT License or Creative Commons CC-BY International Public License. © 2021 Craig Bailes (@cbailes | Patreon | contact@craigbailes.com) Contents - Papers Meta Analyses & Systematic Reviews Convolutional Neural Networks (CNNs) Long Short-Term Memory (LSTMs) Generative Adversarial Networks (GANs) High Frequency Portfolio Reinforcement Learning Vulnerabilities Cryptocurrency Social Processing + Behavioral Analysis + Sentiment Analysis - Repositories Generative Adversarial Networks (GANs) Guides Cryptocurrency Datasets + Simulation - Resources Presentations Courses Further Reading Papers Classification-based Financial Markets Prediction using Deep Neural Networks - Matthew Dixon, Diego Klabjan, Jin Hoon Bang (2016) Deep Learning for Limit Order Books - Justin Sirignano (2016) High-Frequency Trading Strategy Based on Deep Neura

MITOpen-sourcecryptocurrencydeep-learningdeep-neural-networksdeep-reinforcement-learningdeep-tradingfintechfrequency-tradingmachine-learning
Track record

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

Risk

Drawdown profile

Data unavailable — contact the owner.

Evidence

Verification ledger

Live-audited
Broker-verified
Capital-backed
Tamper-proof
Historical evolution

How the score has moved

Recalculated at each data collection. Transparency means showing the bad weeks too.

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

Reviews

Reviews & comments

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Live monitoring

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

Alerts on changes: coming soon

Prop-firm compatibility

Prop-firm compatibility not provided.

Source
cbailes
Since 2018 · 1 bots

Open-source maintainer on GitHub.

Trust 0Profile
Score & reliability18/100
Perf data0/35
Community0/25
Evidence8/20
Recency10/10
Verification0/10

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

Source facts
Stars2,046
Forks359
Open issues17
Language—
LicenseMIT
Last update2023-08-08
Created2018-11-26
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awesome-deep-trading by cbailes — Unverified | BotFinder