mononitogoswami

sentence-transformers

State-of-the-Art Text Embeddings

carte

Repository for CARTE: Context-Aware Representation of Table Entries

metaMIMIC

tabularbinning

The implementation codes of the paper "Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains"

NPT-AD

Code for "Beyond Individual Input for Deep Anomaly Detection on Tabular Data"

idc

Interpretable Deep Clustering for Tabular Data

remasker

A simple yet effective imputation method for tabular data

MCM

WPFS

Weight Predictor Networks with Sparse Feature Selection for Small Size Tabular Biomedical Data. Published at AAAI 2023

CHARMS

The code repository for ICML24 paper "Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images"

CM2

rtdl

Research on Tabular Deep Learning: Papers & Packages

rtdl-num-embeddings

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

MapItAnywhere.github.io

DinkyTrain

Princeton NLP's pre-training library based on fairseq with DeepSpeed kernel integration 🚃

Large-Time-Series-Model

Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)

WEATHER-5K

Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark

TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

moment-research

Research Code for MOMENT

mup

maximal update parametrization (µP)

CTOD

Code for CTO: A Large Clinical Trial Outcome and QA Dataset

TransformerLens

A library for mechanistic interpretability of GPT-style language models

MapItAnywhere

Source Code for "Map It Anywhere (MIA): Empowering Bird’s Eye View Mapping using Large-scale Public Data"

TTM-RE

ACL2024: TTM-RE Memory-Augmented Document-Level Relation Extraction

etils

Collection of eclectic utils for python.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

flax

Flax is a neural network library for JAX that is designed for flexibility.

timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

infinity

Infinity is a high-throughput, low-latency REST API for serving text-embeddings, reranking models and clip

TabPFN

Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.