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@@ -95,13 +95,13 @@ cd otter-knowledge
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  ```
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  - Run the inference for Proteins:
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- *Replace test_data with the path to a CSV file containing the protein sequences, and name_of_the_column with the name of the column of the protein sequence in the CSV.*
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  ```python
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- python inference --test test_data --sequence_column name_of_the_column --model_path ibm/otter_ubc_transe
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  ```
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  - Run the inference for Drugs:
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- *Replace test_data with the path to a CSV file containing the Drug SMILES, and name_of_the_column with the name of the column of the SMILES in the CSV.*
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  ```python
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- python inference --test test_data --sequence_column name_of_the_column input_type Drug --relation_name smiles --model_path ibm/otter_ubc_transe
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  ```
 
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  ```
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  - Run the inference for Proteins:
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+ *Replace test_data with the path to a CSV file containing the protein sequences, name_of_the_column with the name of the column of the protein sequence in the CSV and output_path with the filename of the JSON file to be created with the embeddings.*
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  ```python
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+ python inference.py --test test_data --sequence_column name_of_the_column --model_path ibm/otter_ubc_transe --output_path output_path
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  ```
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  - Run the inference for Drugs:
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+ *Replace test_data with the path to a CSV file containing the Drug SMILES, name_of_the_column with the name of the column of the SMILES in the CSV and output_path with the filename of the JSON file to be created with the embeddings.*.*
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  ```python
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+ python inference.py --test test_data --sequence_column name_of_the_column input_type Drug --relation_name smiles --model_path ibm/otter_ubc_transe --output_path output_path
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  ```