TradingRLBot
Unverified ML strategy on Crypto by Toroi01. BotFinder score 18 out of 100.
A reinforcement learning agent trade eight different coins for several months using just an initial budget in cash.
Source: github
BotFinder analysis pending.
TradingRLBot
TradingRLBot Table of contents - Introduction and motivation - Dataset Data Preprocessing and feature engineering - Environment Buy and Sell + Action mapping Updating the Portfolio Updating the state Computing the reward - Models DQN DDPG PPO - Evaluation Metrics Training and Testing Time series validation - Hyperparameter tuning - Experiments Hypothesis Experiment setup Results + Best models obtained using Time Series Validation - From 2020-02-01 to 2021-04-01 + Testing results - Period 1 + Testing results - Period 2 + Allocations along time - Period 2 + Transactons statistics - Period 2 Conclusions - How to run the code Set up the Conda environment Train and Test the models How to run the hyperparameter tuning How to visualize the results in mlflow How to visualize the results in tensorboard - References Code Algorithms Finance Introduction and motivation 2021 was a crazy year for Bitcoin and the cryptocurrency world in general. Bitcoin reached its all-time high of 64'000 USD and a lot of new exciting projects related to blockchain were developed. Several people start using these c
⚠ No verified equity curve — no track-record source connected.
Drawdown profile
Data unavailable — contact the owner.
Verification ledger
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 & comments
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⚠ No live verification account connected — ask for proof before buying.
Alerts on changes: coming soon
Prop-firm compatibility not provided.
Open-source maintainer on GitHub.
Data-completeness & trust index (not a profitability rating)