https://github.com/dahsie/machine_learning_from_scratch
This project aims to implement some machine learning basic techniques(e.g. MinMaxScaler, StandardScaler, TD-IDF, PCA, Logistic Regression, LDA, KNN, Naive Bayes Classifier) using only pyton, numpy and pandas. This will enable me to have hone my data scientist skills
https://github.com/dahsie/machine_learning_from_scratch
classification clustering data data-processing datascience machienlearning nlp nltk numpy pandas python regression
Last synced: 4 months ago
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This project aims to implement some machine learning basic techniques(e.g. MinMaxScaler, StandardScaler, TD-IDF, PCA, Logistic Regression, LDA, KNN, Naive Bayes Classifier) using only pyton, numpy and pandas. This will enable me to have hone my data scientist skills
- Host: GitHub
- URL: https://github.com/dahsie/machine_learning_from_scratch
- Owner: dahsie
- Created: 2024-10-29T12:46:17.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-01-06T12:55:15.000Z (about 1 year ago)
- Last Synced: 2025-04-09T12:29:10.325Z (10 months ago)
- Topics: classification, clustering, data, data-processing, datascience, machienlearning, nlp, nltk, numpy, pandas, python, regression
- Language: Jupyter Notebook
- Homepage:
- Size: 345 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files: