Cholezlh's repositories
Automated-Manual-Comparison
Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
jpmml-sklearn
Java library and command-line application for converting Scikit-Learn pipelines to PMML
kaggle-porto-seguro
2nd Place Solution for Kaggle Porto Seguro's Safe Driver Prediction
keras-wine-model
Model built with the Keras Functional API
lihang-code
《统计学习方法》的代码实现
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
nlp-tutorial-1
A list of NLP(Natural Language Processing) tutorials
node2vec
Implementation of the node2vec algorithm.
O2O-Coupon-Usage-Forecast
1st Place Solution for O2O Coupon Usage Forecast
python-ffm
Python Wrapped LibFFM
python-libffm
A Python wrapper for the libffm library.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
pytorch_word2vec
Use pytorch to implement word2vec
Reco-papers
Classic papers and resources on recommendation
Tencent2019_Preliminary_Rank1st
The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.
Tencent2020_Rank1st
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.
tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
wikipedia-data-science
Working with and analyzing Wikipedia Data
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