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learnfinance-models-patchtst-india
hajirazin/learnfinance-models-patchtst-india
learnfinance-models-patchtst-india is a machine learning model from hajirazin. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Close-only PatchTST transformer for predicting weekly stock returns.
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At a glance
- Access
- Public
- Created
- Mar 4, 2026
- Updated
- Oct 4, 2026
- SHA
- 5b4db7b0
Model card
From the Hugging Face model README
LearnFinance PatchTST Model - v2026-10-02-7e38003c317e
Close-only PatchTST transformer for predicting weekly stock returns.
Model Details
- Version: v2026-10-02-7e38003c317e
- Model Type: PatchTST (Patch Time Series Transformer)
- Training Window: 2016-01-01 to 2026-10-02
- Symbols: 203 stocks
Input Channels
- Close log return (1):
close_ret
Metrics
- Train Loss: 0.0006434785694485375
- Validation Loss: 0.0005411665080504313
- Baseline Loss: 0.00053263088921085
- Best Epoch: 11
- Stopped Epoch: 19
Usage
from brain_api.storage.patchtst.huggingface import PatchTSTHalalNewHuggingFaceModelStorage
from brain_api.storage.patchtst.local import PatchTSTHalalNewModelStorage
storage = PatchTSTHalalNewHuggingFaceModelStorage(
repo_id="hajirazin/learnfinance-models-patchtst-india",
local_cache=PatchTSTHalalNewModelStorage(),
)
artifacts = storage.download_model(version="v2026-10-02-7e38003c317e")
- Created
- Mar 4, 2026
- Updated
- Oct 4, 2026