kaholll

text_classification

关于文本分类的许多方法，主要涉及到TextCNN，TextRNN, LEAM, Transformer，Attention, fasttext, HAN等

DeepInterestNetwork

tffm

TensorFlow implementation of an arbitrary order Factorization Machine

deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

stack-nn-tensorflow

batch-learn

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

ShallowLearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

web-traffic-forecasting

Kaggle | Web Traffic Forecasting 📈

AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

Deep-Learning-for-Recommendation-Systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

FM_FTRL

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

O2O-Coupon-Usage-Forecast

1st Place Solution for O2O Coupon Usage Forecast

MachineLearningTrick

Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest