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Commits on Jan 25, 2025

• add Deep Learning perceptron

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Commits on Jan 11, 2025

• add Libraries numpy

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Commits on Dec 21, 2024

• used cars update

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• data exploration gym members

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• docs: how to set up env

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• used car price prediction with lasso regression

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Commits on Dec 12, 2024

• add environment.yaml for reproducing with conda

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• add basic data exploration for gym members data

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Commits on Dec 9, 2024

• add note about data types

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• add typical workflow note

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Commits on Nov 19, 2024

• update

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Commits on Nov 18, 2024

• practiced matplotlib a bit

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Commits on Jul 14, 2024

• update breast_cancer.ipynb

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Commits on Jul 13, 2024

• add logistic regression - breast cancer

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Commits on Jun 28, 2024

• add san francisco salaries

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Commits on Jun 27, 2024

• add K-fold cross-validation

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Commits on Jun 15, 2024

• display powers for polynomial regression

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• add polynomial regression

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Commits on Jun 13, 2024

• move heart_disease data set to data analysis for now, as the dataset is better suited for classification (not regression)

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Commits on Jun 9, 2024

• rm heart_disease model

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• minor heart_disease nb adjustments

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• add requirements.txt and .gitignore

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Commits on Jun 3, 2024

• add dataset for heart disease

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• add indexing techniques

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• update data analysis script

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Commits on Apr 28, 2024

• minor restructuring

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• rename directory

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• add notes on level 1-3 of text splitting

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Commits on Apr 27, 2024

• add notes on RAG retrieval

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Commits on Apr 23, 2024

• add parameters section with temperature and top-p

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Commits on Apr 7, 2024

• add notes on RAG generation

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• add retrieval basics

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• change rag heading

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• rename file for RAG doc

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• add embeddings and indexing docs

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