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NACAMURA Data Analysis
- Hokkaido, Japan
- https://m15a.dev
Stars
Repository for the explanation method Calibrated Explanations (CE)
NIx Language server, an incremental analysis assistant for writing in Nix.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"
Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models
nixpkgs lib for cheap instantiation [maintainer=@github-action] (with initial help from @blaggacao)
A Living Benchmark for Machine Learning on Tabular Data
Fast and Accurate ML in 3 Lines of Code
Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020
Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representation of tabular data using contrastive learning. It is inspire…
pretab is a flexible and extensible preprocessing library for tabular data, built on top of scikit-learn. It provides advanced transformations, spline and neural feature expansions, and seamless in…
(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data
Research on Tabular Deep Learning: Papers & Packages
ML models + benchmark for tabular data classification and regression
"Slides" and supplemental info from my August 3rd 2016 NYC Vim talk
DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mamb…
(ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling
Companion repository for the Tabular Deep learning Survey
Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"
An archive-less dockerTools.buildImage implementation
A fast, safe, and intuitive DataFrame library.
Streamlit — A faster way to build and share data apps.
Apache Superset is a Data Visualization and Data Exploration Platform
An extremely fast Python type checker and language server, written in Rust.
dbt (http://getdbt.com) adapter for DuckDB (http://duckdb.org)