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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.

m2cgen

Transform ML models into a native code (Java, C, Python, etc.) with zero dependencies

mf

ml-library-python

mymedialite

recommender system library for the CLR (.NET)

neologdn

Japanese text normalizer for mecab-neologd

nlp-hundred-knock

nlp_classification

study for nlp nn model

notebookwall

wall for jupyter notebook

object_detection_scratch

optimizer-pylib

oseti

Dictionary based Sentiment Analysis for Japanese

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

python_machine_learning_book

code for training -- http://amzn.to/2bv09KV

pytorch_advanced

書籍「つくりながら学ぶ! PyTorchによる発展ディープラーニング」の実装コードを配置したリポジトリです

pytorch_practice

reading_papers

reading papers memorandum

recommend_system_book_snippets

redashbot-python

slack bot for redash written by python

resource_keeper

slack bot for semaphore in team

rstanbookwithpython

『StanとRでベイズ統計モデリング』をjupyter notebookで再現

scikit-learn

scikit-learn: machine learning in Python

sp-society-camera-model-identification

IEEE's Signal Processing Society - Camera Model Identification Kaggle Competition

tensorflow_samples

tf_cookbook

tokenize_perf

treelite

model compiler for decision tree ensembles

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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