Loss and accuracy: In the context of the LSTM training method, “loss” and “accuracy” serve as metrics to evaluate the performance of the model during training and validation. Let’s break
Which values make FOREX pairs suitable for pairs trading?
Classic Pairs Trading: In the context of Forex pairs trading, the following criteria are generally considered to determine suitability: High Correlation: Desired Range: Approaching +1 or -1 Justification: A pronounced
Comparison of trained LSTM CNN and RNN model for trading:
CNN vs. RNN vs. LSTM Performance after a few training epochs:
What are the most volatile and fast moving Forex pairs?
The most volatile Forex pairs: The most volatile and fast-moving Forex pairs can vary depending on market conditions, geopolitical events, and economic data releases. However, some pairs are generally known
How to approach AI trading in general?
Machine learning for trading: Here’s a general outline of how you could approach this: Data Preparation OHLC Data: Ensure your OHLC (Open, High, Low, Close) dataset, contained within a DataFrame,
What means val_loss while training a RNN model?
Validation Loss The term val_loss stands for “Validation Loss” during the training of a Recurrent Neural Network (RNN) or any other machine learning model. It is a metric that gives
Which timeframes are suitable for scalping?
Choosing the timeframe In the context of trading, particularly Forex and cryptocurrencies, “scalping” refers to a strategy where traders aim to make small profits from very short-term price movements. The
What is a carry trade?
Mrs. Watanabe trading style In simple terms, a carry trade is a strategy where you borrow money in one currency with a low-interest rate and invest it in another currency
What is basket trading?
Trading Strategy: Basket trading involves trading a group of assets collectively, rather than trading individual assets. This approach allows traders to manage risks more effectively and take advantage of market
What is the difference between a CNN model and a LSTM model for use in a trading environment?
CNN and LSTM models Both Convolutional Neural Networks (CNNs) and Long Short-Term Memory networks (LSTMs) are types of neural networks that can be used in trading, but they are generally
