regression-algorithms
The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.
SCOREQ: Speech COntrastive REgression for Quality Assessment (NeurIPS 2024)
Cartography of Genomic Interactions Enables Deep Analysis of Single-Cell Expression Data (Nature Communications, 2023)
Library for Fast Segmented Regression
This repository contains an implementation for the Dynamic Weighted Ensemble (DWE) - Local Fusion method. Local Fusion is an ensemble techinque that could be used to improve predictions by weighing appropriately the single models contribution.
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
An Implementation of the State-Adaptive Neuro-Fuzzy Inference System (S-ANFIS) based on Pytorch. Also Repository to my package "sanfis".
Stochastic Gradient Trees implementation in Python
