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ptit-job-recommendation
trangannh/ptit-job-recommendation
ptit-job-recommendation is a machine learning model from trangannh. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for sklearn. The card lists the license as mit.
This repository contains a job recommendation model based on skills and majors.
Access
Public
Updated Jun 21, 2024
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.csv6.6 MB · 99%
At a glance
- Library
- sklearn
- License
- mit
- Access
- Public
- Created
- Jun 19, 2024
- Updated
- Jun 21, 2024
- SHA
- 7317baa8
Model card
From the Hugging Face model README
Job Recommendation Model
This repository contains a job recommendation model based on skills and majors.
Usage
Installation
Clone the repository:
git clone https://huggingface.co/{username}/{repo_name}
cd {repo_name}
Run model
Change csv file path and run "RECOMMENDATION MODEL" part in Job_Recommendation_System.ipynb notebook
Test recommeded system
In TEST RECOMMENDED SYSTEM part of Job_Recommendation_System.ipynb notebook, change input_hard_skills, input_soft_skills, input_major and run code to receive result
API
To use this model, send a POST request to the inference API with the following JSON payload (change input_hard_skills, input_soft_skills, input_major for different results):
{
"input_hard_skills": "Business, Finance, Excel",
"input_soft_skills": "Communication, Teamwork",
"input_major": "Marketing"
}
result
- Library
- sklearn
- License
- mit
- Created
- Jun 19, 2024
- Updated
- Jun 21, 2024