Popular GitHub Repositories for Estimators

TransmogrifAI (pronounced tr?ns-m?g?r?-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Distributed scikit-learn meta-estimators in PySpark

Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Image Style Transfer" (http://atapour.co.uk/papers/atapour18monocular.pdf).

Neural Relation Understanding: neural cardinality estimators for tabular data

State-of-the-art neural cardinality estimators for join queries

This repository includes the source code of the DL-based symbol-by-symbol and frame-by-frame channel estimators proposed in "A Survey on Deep Learning Based Channel Estimation in Doubly Dispersive Environments" paper [1] that is published in the IEEE Access, 2022.

Experimental plugin for scikit-learn to be able to run (some estimators) on Intel GPUs via numba-dpex.

Code for paper "Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators"

TensorFlow (1.8+) Datasets, Feature Columns, Estimators and Distributed Training using Google Cloud Machine Learning Engine

Implementation of GloVe using TensorFlow estimator API

Code repo for the paper "GENNAPE: Towards Generalized Neural Architecture Performance Estimators", accepted to AAAI-23.

Official code of the ICML24 paper: "Winner-takes-all learners are geometry-aware conditional density estimators"

Tree-of-Parzen-estimators hyperparameter optimization

Using Tree estimators of the MDP models to then count leaves grouping similar transitions and do count-based exploration.

a Lightweight Deep Neural Network for Face Alignment and Pose Estimation