Tabular Deep Learning Library for PyTorch

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Feedback Prize - English Language Learning: 1st place solution code

6th Place Solution for the Google - Isolated Sign Language Recognition Kaggle Competition

Pytorch to Keras/Tensorflow/TFLite conversion made intuitive

The 1st Place Solution of the Facebook AI Image Similarity Challenge (ISC21) : Descriptor Track.

2022微信大数据挑战赛_rank12

XBM: Cross-Batch Memory for Embedding Learning

2022微信大数据挑战赛 第8名 方案

Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"

Fast and memory-efficient exact attention

A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch

Implementation of COCO-LM, Correcting and Contrasting Text Sequences for Language Model Pretraining, in Pytorch

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Example Python code for comparing documents using MinHash

All Kaggle notebooks and datasets

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

😎 A curated list of awesome practical Metric Learning and its applications

Machine learning metrics for distributed, scalable PyTorch applications.

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

2022 CVPR NAS Track2：Performance Estimation 3rd Solution

1st place solution source code of Kaggle Happy Whale competition

1st place solution for Kaggle "Happywhale - Whale and Dolphin Identification"

[EMNLP 2021] Improving and Simplifying Pattern Exploiting Training

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

全球人工智能技术创新大赛-赛道三-冠军方案