longjin-lab Goto Github PK

nlp-tasks

Natural Language Processing Tasks and Examples.

order-and-representation-power

polarization-disagreement

predict_tc

Predict the Critical Temperature of a Superconductor

probabilistic-regularized-echo-state-network

ranger21

Ranger deep learning optimizer rewrite to use newest components

rwp

saint

The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

sata

smoothout

SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning

socialmediamodel

Opinion model that simulates how individuals, influencers and media interact on social media platforms. The model is formulated as an agent-based model and by a PDE-approximation. Different strategies of influencers and media can be studied.

sophia

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

sparse-sharpness-aware-minimization

[NeurIPS 2022] Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach -- Official Implementation

suppression-connection

Code for the paper "Robustness Requires Different Structures Than Residual Connection"

tabnet

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

tabtransformer

Implementation of TabTransformer: Tabular Data Modeling Using Contextual Embeddings

tetc-material

This is a Supplementary Material for TETC paper.

the-supplementary-file-for-cyb-e-2021-04-0944

Code For Growing Echo State Network With An Inverse-Free Weight Update Strategy

the-supplementary-file-for-smca-20-09-1955.r1

the supplementary file for SMCA-20-09-1955.R1

the-supplementary-file-for-wolesn

three_dimensional_muon_imaging_datasets

面向缪子成像求解的抗噪增强牛顿算法论文中的四个数据集

zerosnet

Official Pytorch implementation of paper "Zero Stability Well Predicts Performance of Convolutional Neural Networks"