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-kaggle-click-through-rate-prediction-

CTR-Prediction

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

airbnb_market_data

Explore Airbnb listings in major cities.

awesome-deep-learning-papers

The most cited deep learning papers

binocular-vision-ranging

通过双目视觉测距

bizforecast-exercise

商业化蒙特卡洛模拟练习

bytedance_icme2019_challenge_baseline

Bytedance_ICME2019_challenge_baseline

carnd-object-detection-lab

carnd-vehicledetection

vehicle detection with deep learning

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

ctr

ctr-prediction

Sharing the CTR Prediction original paper and personal study notes

ctr_nn

基于深度学习的CTR预估，从FM推演各深度学习CTR预估模型（附代码）

ctr_prediction

CTR prediction using FM FFM and DeepFM

data_report

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeprec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

dk_room_price_forecast

dsin

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

fm_ftrl

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

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

historyobjectrecognition

lenet-python

A tiny implementation of LeNet (without deep learning framework)

lenet5

Lenet5 implementation

lihang-code

《统计学习方法》的代码实现

lr

基于LR的优化方法：梯度下降法，随机梯度下降法，牛顿法，LBFGS，BFGS

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

ml_cia

公众号: 机器学习荐货情报局 所有代码

movie_recommend

二级工程实践项目

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。