models
Awesome papers on Machine Learning and Statistical Models
https://github.com/mlpapers/models
Last synced: about 9 hours ago
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- Generalized Additive Models
- Intelligible Models for Classification and Regression
- Accurate Intelligible Models with Pairwise Interactions
- Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission
- Using a generalized additive model with autoregressive terms to study the effects of daily temperature on mortality
- Generalized additive neural networks
- Neural Additive Models:Interpretable Machine Learning with Neural Nets
- How Interpretable and Trustworthy are GAMs? - Hao Chang, Sarah Tan, Ben Lengerich, Anna Goldenberg, Rich Caruana*
- Wiki
- Simpson's Paradox and the implications for medical trials
- Wiki
- Quantile Regression Forests
- Probabilistic forecasting approaches for extreme NO2 episodes: acomparison of models
- CRAN
- CRAN
- Forecasting: Principles and Practice
- Wiki
- A new approach to linear filtering and prediction problems
- Wiki
- A tutorial on Hidden Markov Models and selected applications in speech recognition
- The Infinite Hidden Markov Model
- Wiki
- Wiki
- Using predator-prey models on the Canadian lynx series
- Wiki
- Wiki
- Comments on “A New Product Growth for Model Consumer Durables The Bass Model”
- Wiki
- The "Dice" Model: Background and Structure of a Dynamic Integrated Climate-Economy Model of the Economics of Global Warming
- A new approach to linear filtering and prediction problems
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