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Laptop recommender machine learning project using advanced content filtering and cosine similarity techniques, our system matches your preferences to the perfect laptop, providing you with accurate and personalized suggestions.

laptoprecommendation.onrender.com/

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Name		Name	Last commit message	Last commit date
Latest commit History 36 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Dataset		Dataset
model		model
scapdata		scapdata
static		static
templates		templates
Laptop Recommender.ipynb		Laptop Recommender.ipynb
README.md		README.md
amazon.py		amazon.py
app.py		app.py
requirements.txt		requirements.txt

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Laptop Recommender

MINI PROJECT S6-TEAM 10

Team members

Ashwin Sivasankaran Rollno. 37
Bimal Dev Rollno.41
Catherine Jose Rollno. 44
Farhan Naeem Rollno. 52

How it Works ?

Libraries used

Python 3.9
Flask==1.1.4
pandas==1.3.5
scikit-learn==0.24.2
numpy==1.19.5
Jinja2==2.11.3
MarkupSafe==2.0.1
patsy==0.5.1
blinker==1.4
certifi==2021.10.8
charset-normalizer==2.0.7
click==7.1.2
colorama==0.4.4
idna==2.10
itsdangerous==2.0.1
MarkupSafe==2.0.1
python-dateutil==2.8.2
pytz==2021.3
requests==2.26.0
six==1.16.0
tzdata==2021.5
urllib3==1.26.7
Werkzeug==1.0.1
gunicorn==20.1.0

How to configure

Installing

$ pip install -r requirements.txt

How to Run

$ python app.py

About

Laptop recommender machine learning project using advanced content filtering and cosine similarity techniques, our system matches your preferences to the perfect laptop, providing you with accurate and personalized suggestions.

laptoprecommendation.onrender.com/

python machine-learning recommendation-system cosine-similarity content-filtering

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