SaprotHub
community
AI & ML interests
Store the Adapters of SaProt
Organization Card
Welcome to SaprotHub! SaprotHub is a collaborative community, aiming to empowers biologists by enabling them to create and train their own models without the need for advanced ML and coding expertise. We provide various preprocessed datasets and fine-tuned model checkpoints for users to directly utilize.
ColabSaprot: https://colab.research.google.com/github/westlake-repl/SaprotHub/blob/main/colab/SaprotHub.ipynb
For more details about the base model Saprot: https://github.com/westlake-repl/SaProt
If you want to upload your model or dataset, please ensure the model card and dataset card (README.md) follow the official format, such as this model card and this dataset card. For example, your cards should include:
Collections
15
Predicts mutation effects on the RhlA enzyme,data from CAPE, using label for evaluation. It performed with a Spearman's ρ of 0.862.
This group contains all relative training datasets and model checkpoints trained on these datasets for Thermostability Prediction.
models
34
SaProtHub/Model-Structural_Similarity-650M
Updated
SaProtHub/Model-Signal-Peptides-Prediction-650M
Updated
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14
SaProtHub/Model-CAPERhlA-35M
Updated
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1
SaProtHub/Model-Binary_Localization-650M
Updated
SaProtHub/Model-Metal_Ion_Binding-650M
Updated
SaProtHub/Model-BetaLactamase-650M
Updated
SaProtHub/Model-Stability-650M
Updated
SaProtHub/Model-Fluorescence-650M
Updated
SaProtHub/Model-AAV-650M
Updated
SaProtHub/Model-Subcellular_Localization-650M
Updated
datasets
32
SaProtHub/DATASET-CAPE-RhlA-seqlabel
Viewer
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Updated
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2.52k
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16
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1
SaProtHub/Dataset-Binding_Site_Detection-ProteinShake
Viewer
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Updated
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3.27k
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46
SaProtHub/Dataset-Subcellular_Localization-DeepLoc
Viewer
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Updated
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13.2k
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53
SaProtHub/Dataset-Metal_Ion_Binding
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Updated
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7.24k
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45
SaProtHub/Dataset-Beta_Lactamase-PEER
Viewer
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Updated
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5.2k
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46
SaProtHub/Dataset-Structural_Similarity-ProteinShake
Viewer
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Updated
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310k
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75
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1
SaProtHub/Dataset-Binary_Localization-DeepLoc
Viewer
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Updated
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8.21k
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86
SaProtHub/Dataset-SA_pairs_TMscore
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Updated
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477k
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49
SaProtHub/Dataset-Structure_Class-ProteinShake
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Updated
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9.95k
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45
SaProtHub/Dataset-ACE2_Omicron_BQ.1.1_binding_affinity
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Updated
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4.2k
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30