WangliLin

xunfei2021_car_loan_top1

2021科大讯飞-车辆贷款违约预测挑战赛 Top1方案

SAH-RNN

The implementation of the Structure-Aware Hierarchical LSTM.

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

blog

wangli‘s blog

cs224n-learning-camp

deep-learning-models

Keras code and weights files for popular deep learning models.

DeepCTR

This project contains several DNN models for for CTR/CVR implenmented with tf and keras

DeepGBM

Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

Entropy-and-MDLP-Based-Discretization-Algorithm

基于熵和最小描述长度（Minimal Description Length）的离散化算法

faceswap-GAN

A denoising autoencoder + adversarial loss for face swapping.

image-segmentation-keras

Implementation of Segnet, FCN, UNet and other models in Keras.

Interview-Notebook

:books: 技术面试需要掌握的基础知识整理，欢迎编辑~

Kaggle_class_1

七月算法 - Kaggle课程 - Kaggle实战班

keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

Keras-TextClassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, ENT, DMN,

LeetCode

🍡 LeetCode Online Judge刷题题解(Java/C++/python/Ruby/Javascript)

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pyFM

Factorization machines in python

SegNet

SegNet including indices pooling for Semantic Segmentation with tensorflow and keras

StackNet

StackNet is a computational, scalable and analytical Meta modelling framework

SwordForOffer

剑指offer Java/Python实现

tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

treelstm.pytorch

Tree LSTM implementation in PyTorch

tsfresh

Automatic extraction of relevant features from time series:

yiguan_sex_age_predict_1st_solution

易观性别年龄预测第一名解决方案

ZJU-YiBao

浙江大学亿保杯算法大赛排行榜 Top1 解决方案

ZJU_CSE_Android-Class