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Starred repositories
Graph Neural Network Library for PyTorch
Integrate image and tabular data for deep learning
DeepTables: Deep-learning Toolkit for Tabular data
A standard framework for modelling Deep Learning Models for tabular data
Research on Tabular Deep Learning: Papers & Packages
YooChoose challenge with GCN in Pytorch Geometric
Implementation of TabTransformer, attention network for tabular data, in Pytorch
Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
能源AI挑战赛_异常检测赛第3名方案
Revisiting Pretrarining Objectives for Tabular Deep Learning
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Highway Networks implement in pytorch
Highway networks implemented in PyTorch.
利用lightgbm做(learning to rank)排序学习，包括数据处理、模型训练、模型决策可视化、模型可解释性以及预测等。Use LightGBM to learn ranking, including data processing, model training, model decision visualization, model interpretability and …
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flo…
A curated list of deep learning image classification papers and codes
An end-to-end PyTorch framework for image and video classification
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
调用resnet预训练模型进行图片分类
A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities