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dien

display-advertising-challenge

Criteo/Kaggle Competition of CTR prediction

dlif-tutorial

Coding example of DLIF tutorial

dolma

Data and tools for generating and inspecting OLMo pre-training data.

drl-or

dssm

DSSM and Multi-View DSSM

elegantrl

Cloud-native Deep Reinforcement Learning. 🔥

esmm

ctr、cvr预估

esmm-1

阿里巴巴ESMM模型解读

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

face_recongnize

Matlab PCA 人脸识别

fasttext

Library for fast text representation and classification.

few-shot-gnn

fingpt

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

fm_ftrl

Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

gbdt

A simple GBDT in Python

gbdt-1

gdbt implement by scikit-learn

genefaceplusplus

GeneFace++: Generalized and Stable Real-Time 3D Talking Face Generation; Official Code

gradient_descent

An IPython notebook showing the basics of implementing gradient descent and stochastic gradient descent in Python

graph-learn

An Industrial Graph Neural Network Framework

graph-neural-network-review

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

iaoa

Simulation code for Information-Agnostic coflow scheduling

infomap

Multi-level network clustering based on the Map Equation

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

jdata

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

jubatus

Framework and Library for Distributed Online Machine Learning

kaggle-2014-criteo