medium_posts

This github records my exploration of machine learning techniques

2023/08/15: A Comparative Read of Machine Learning Books through the Lens of OpenAI Embedding Model and UMAP. Medium
2023/06/13: Comparison of RoBERTa and GPT-3.5 for Twitter Stock Sentiment Analysis. Medium
2023/03/01: Unbiased OLS and Bias-Variance Decomposition. Medium
2023/02/17: Mean of Residuals in Linear Regression, LightGBM and CatBoost. Medium
2023/02/04: Search Hyperparameters on Logarithmic Scale for Machine Learning Models. Medium

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
Comparison_roBERTa_with_GPT3.5		Comparison_roBERTa_with_GPT3.5
Visualize_and_Compare_Machine_Learning_Books_LLM		Visualize_and_Compare_Machine_Learning_Books_LLM
Mean_Prediction_Error_Analysis_20230216.ipynb		Mean_Prediction_Error_Analysis_20230216.ipynb
README.md		README.md
Search_Hyperparameters_on_Logarithmic_Scale_for_Machine_Learning_Models.ipynb		Search_Hyperparameters_on_Logarithmic_Scale_for_Machine_Learning_Models.ipynb
Unbiased_OLS_and_Bias_Variance_Decomposition_20230227.ipynb		Unbiased_OLS_and_Bias_Variance_Decomposition_20230227.ipynb

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