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predictionFx
kingzarckier/predictionFx
predictionFx is a machine learning model from kingzarckier. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model predicts XAU/USD price movements using LSTM.
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At a glance
- Model type
- ForexLSTM
- Access
- Public
- Created
- Sep 27, 2025
- Updated
- Sep 27, 2025
- SHA
- cf15313a
Model card
From the Hugging Face model README
Forex Prediction Model
This model predicts XAU/USD price movements using LSTM.
Model Details
- Architecture: LSTM with 2 layers
- Hidden Size: 64
- Context Length: 60 minutes
- Prediction Length: 1 minute(s) ahead
Usage
import torch
import pickle
from your_model_file import ForexLSTM
# Load model
model = ForexLSTM(**config)
model.load_state_dict(torch.load('model.pth'))
model.eval()
# Load scaler
with open('scaler.pkl', 'rb') as f:
scaler = pickle.load(f)
# Make prediction
# scaled_input = scaler.transform(your_input)
# prediction = model(torch.tensor(scaled_input).unsqueeze(0))
# prediction = scaler.inverse_transform(prediction.detach().numpy())
- Type
- ForexLSTM
- Created
- Sep 27, 2025
- Updated
- Sep 27, 2025