MolPrice - Model Checkpoints

Hosts 6 different model checkpoints: <br>4 model checkpoints are for the trained MolPrice models:<b>MP_Morgan: </b>Model based on Morgan fingerprint<b>MP_Morgan_hybrid: </b>Model based on Morgan fingerprint + 2D complexity indicators<b>MP_SECFP: </b>Model based on SECFP fingerprint<b>MP_SECFP_hybrid: </b>Model based on SECFP fingerprint + 2D complexity indicators2 model checkpoints for pre-trained price prediction models. These were used as a starting point for contrastive learning:<b>Pretrained_Morgan: </b>Pre-trained model used as a starting point for <b>MP_Morgan </b>model<b>Pretrained_SECFP: </b>Pre-trained model used as a starting point for <b>MP_SECFP </b>model<br>

Publication Details

Journal
Figshare
Published
2025-01-01
DOI
https://doi.org/10.6084/m9.figshare.28628009
Primary Topic
Complex Systems and Time Series Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

MolPrice - Model Checkpoints

Figshare
Complex Systems and Time Series Analysis
article

MolPrice - Model Checkpoints

article en

Abstract

Hosts 6 different model checkpoints: <br>4 model checkpoints are for the trained MolPrice models:<b>MP_Morgan: </b>Model based on Morgan fingerprint<b>MP_Morgan_hybrid: </b>Model based on Morgan fingerprint + 2D complexity indicators<b>MP_SECFP: </b>Model based on SECFP fingerprint<b>MP_SECFP_hybrid: </b>Model based on SECFP fingerprint + 2D complexity indicators2 model checkpoints for pre-trained price prediction models. These were used as a starting point for contrastive learning:<b>Pretrained_Morgan: </b>Pre-trained model used as a starting point for <b>MP_Morgan </b>model<b>Pretrained_SECFP: </b>Pre-trained model used as a starting point for <b>MP_SECFP </b>model<br>

Figshare
Openalex Percentile: Top 43%
Complex Systems and Time Series Analysis
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MolPrice - Model Checkpoints · Figshare (2025) | TGRS Research Map | TGRS