Dmitry Tikhomirov

1. Added doc setting for HypEx 2. Added new tutorials to doc 3. Fixed warnings with "Ipythonx" while building doc 4. Fixed link to doc scipy (it was warning) 5....

## 🐛 Bug Description Problem with tutorials in HypEx ReadTheDocs ### Steps To Reproduce 1. Go to https://hypex.readthedocs.io/en/latest/pages/Tutorials.html ### Expected Behavior I would like to see a list of tutorials...

## 🚀 Feature Proposal **Public Research on Various Methods for Variance Reduction** ### Motivation Currently, the HypEx library employs multiple approaches for data analysis, including variance reduction techniques. However, there...

## 🚀 Feature Proposal **Create "Anatomy of HypEx" Documentation** ### Motivation Currently, there is no high-level documentation explaining the internal structure of HypEx. New contributors may struggle to understand how...

## 🐛 Bug Description A `ValueError` occurs when executing the `Matching` model with a `Dataset` object in HypEx. The error message indicates a **length mismatch** in the expected vs. new...

## 🚀 Feature Proposal: Support for Feature Weights in Matching ### Motivation In the previous HypEx architecture, users had the ability to assign **weights** to features during matching. This allowed...

## ⚠️ Issue: Remove FutureWarning in Pandas Backend ### Description A `FutureWarning` is raised when using `.fillna()` in `pandas_backend.py`. This warning indicates that **downcasting object dtype arrays on `.fillna()`, `.ffill()`,...

## 🚀 Feature Proposal **RnD: Investigate Early Stopping in AA Tests** ### Motivation Currently, the AA test in HypEx does not include an early stopping mechanism. Introducing early stopping can...

## 🚀 Feature Proposal **Design an Interface for ML Experiments** ### Motivation Currently, HypEx lacks a structured interface for ML experiments. Given that ML-based experiments require specialized handling, defining a...

## 🚀 Feature Proposal **Implement Early Stopping in AA Tests** ### Motivation After conducting research on early stopping criteria in AA tests, the next step is to implement a robust...