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yanruyan's Projects

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

ml-tour icon ml-tour

Algorithms and codes on industrial marchine learning.

mlp_ctr icon mlp_ctr

A tensorflow implementation of Multi-Layer Perceptron network for CTR prediction

model_metrics icon model_metrics

some machine learning model metrics( such as AUC, mAUC, gAUC, mAP@K, nDCG etc.) implemented with python.

protobuf icon protobuf

Protocol Buffers - Google's data interchange format

starspace icon starspace

Learning embeddings for classification, retrieval and ranking.

word2vec icon word2vec

Automatically exported from code.google.com/p/word2vec

ytk-learn icon ytk-learn

Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax, SVM).

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