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I would like to suggest adding Optimization functions, machine learning and deep learning algorithms in this repository. This can be added in a separate folder called `machine_learning` folder. Furthe…
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## Enhancement idea
- [x] Add Feature: Nadaraya-Watson (Kernel Regression) Bands Algorithm.
- [x] Connect to Alerts Modules and add custom alerts, see here: https://github.com/chartingshow/documen…
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After seeing your use of LLMs for doing regression, I can not stop wondering about this question:
Would it be also possible to use a LLM for doing Factor Analysis (FA) instead of Regression ?
Of…
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Two copies of `criteo_resnet_pytorch` exist in .github/workflows/regression_tests_variants.yml
Is this intentional? If not, which is the correct version? Thanks!!
```
criteo_resnet_pytorch:
…
tfaod updated
6 months ago
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Currently, regression algorithms implemented as stand-alone functions, while other methods use StatsAPI interface, i.e. `fit/predict`.
We should have properly derived types from `StatsAPI.Regressio…
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Are there ways of making tutorials for the following topics (in order of complexity):
- Classification tasks (rather than just regression) https://github.com/team-daniel/KAN
- Recommendation Algorit…
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Analysis of real-time domestic consumer data and industrial electrical energy consumption data, providing valuable insights for decision-making & using mathematics, statistics, predicting report.
Con…
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Replace this paragraph with a short description of the incorrect incorrect behavior. If this is a regression, please note the last version that the behavior was correct in addition to your current…
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Implementation of the following:
- [x] Principal Component Analysis (PCA)
- [x] Principal Component Regression (PCR)
- [x] Partial Least Squares Regression (PLSR)
- [ ] Sammon Mapping
-…
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**Algorithms**
* Linear Model
- [x] Ordinary Least Squared Linear Regression
- [x] Gradient Descent Linear Regression
- [x] Stochastic Gradient Descent Linear Regression
- [x] Logist…