zsommer's repositories
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
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）
tf_repos
TensorFlow Script
DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
Paddle
PArallel Distributed Deep LEarning
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.
2018-IJCAI-top3
This 2018 IJCAI alimama Top3 Code
ijcai-18-top2-single-mole-solution
复赛第二名单模型方案，没有特征选择没有调参单模型857个特征
Feature-Selection
For general feature selection
Put_Flavors_SA
2018华为软件精英挑战赛，采用模拟退火算法+首次适应算法寻找最优化放置虚拟机方法。
Ctr
IJCAI-18 阿里妈妈搜索广告转化预测
dnn_ctr
The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc
MachineLearning-1
Machine Learning in Action（机器学习实战）
Tencent_Social_Ads
第一届腾讯社交广告高校算法大赛(全国14名)
tutorials
机器学习相关教程
awesome-deep-vision
A curated list of deep learning resources for computer vision
kaggle-past-solutions
A searchable compilation of Kaggle past solutions
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
java-design-patterns
Design patterns implemented in Java
neural-style-tf
TensorFlow (Python API) implementation of Neural Style
kaggle-web-traffic
1st place solution
darknet
Convolutional Neural Networks
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
YOLO_Object_Detection
This is the code for "YOLO Object Detection" by Siraj Raval on Youtube
scikit-learn
scikit-learn: machine learning in Python
O2O-Coupon-Usage-Forecast
1st Place Solution for O2O Coupon Usage Forecast
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
xgboost
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, Flink and DataFlow
Pokemon_GAN
This is the code for "Generating Pokemon with a Generative Adversarial Network" by Siraj Raval on Youtube