gk0701's starred repositories
awesome-imbalanced-learning
😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库
imbalanced-ensemble
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
DeepTables
DeepTables: Deep-learning Toolkit for Tabular data
pytorch_tabular
A standard framework for modelling Deep Learning Models for tabular data
Soft-Decision-Tree
PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.
Born-Again-Tree-Ensembles
A reimplementation of Vidal et al.'s Born-Again Tree Ensembles paper (https://arxiv.org/pdf/2003.11132.pdf)
tiny-ba-trees
A simplistic, unoptimized Python implementation of Born-Again Tree Ensembles for learning purposes
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
recommendation_model
练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等
CTR_Algorithm
一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM, xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... (pytorch, tf2.0)
node_classifier
Pytorch Lightning and Optuna code for training Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data
soft-decision-tree
pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"
neural-backed-decision-trees
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
coding-interview-university
A complete computer science study plan to become a software engineer.