Machine Learning

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General

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  1. aarshayj/Analytics_Vidhya
  2. ga-students/DS_HK_1

Performance Evaluation

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  1. Narrow confidence interval -- higher accuracy?
  2. Precision and recall

Anaomoly Detection

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  1. Machine Learning - 15. Anomaly Detection - YouTube

Reinforcement Learning

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  1. UCL Course on RL

Time-Series Analysis

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  1. Time Series Classification Website
  2. Modern Pandas (Part 7): Timeseries
  3. Identifying the order of differencing in ARIMA models
  4. Identifying the orders of AR and MA terms in an ARIMA model
  5. tsa_filters
  6. tsa_arma_1

Survival Analysis

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  1. lifelines 0.8.0.1 documentation
  2. Lecture notes: survival-analysis.pdf
  3. Survival Analysis with Plotly

Random Forests

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  1. Random forest
  2. ┼Ěhat | Random Forests in Python

Examples

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  1. Predicting disease risks

t-SNE

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  1. How to Use t-SNE Effectively
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