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README.md

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@@ -10,21 +10,28 @@ A set of machine learing algorithms implemented in Python 3.5. Programs can one
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The included programs are:
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1. Linear Regression * * *
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2. Logistic Regression for Classification * * *
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3. Logistic Regression for Classification with PCA * * *
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4. Naive Bayes Classification * * *
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5. Support Vector Machine Classification * *
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6. Neural Network Classification * *
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7. Neural Network Regression * *
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8. K-Means Clustering * * *
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9. K-Nearest-Neighbor * * *
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10. Mean-Shift Clustering * * *
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11. K-Mediods Clustering *
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12. DBSCAN Clustering * * *
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13. Decision Tree Regression * * *
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14. Decision Tree Classification * * *
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15. Random Forest Classification * * *
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- **Regression:**
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- Linear Regression * * *
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- Neural Network Regression * *
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- Decision Tree Regression * * *
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- **Classification:**
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- Logistic Regression for Classification * * *
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- Logistic Regression for Classification with PCA * * *
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- Naive Bayes Classification * * *
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- Support Vector Machine Classification * *
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- Neural Network Classification * *
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- Decision Tree Classification * * *
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- Random Forest Classification * * *
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- **Clustering:**
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- K-Means Clustering * * *
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- K-Nearest-Neighbor * * *
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- Mean-Shift Clustering * * *
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- K-Mediods Clustering *
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- DBSCAN Clustering * * *
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## Helpers
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In addition the the main algorithm files, we have the following set of helper functions in the "ml_helpers.py" file:

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