A suite of functions for reproducible causal mediation analyses

YouTubeライブの講義「BERTによる自然言語処理を学ぼう!」、およびUdemyコース「BERTによる自然言語処理を学ぼう!」で使用する教材です。

Estimation of Marginal Treatment Effects from Selection Models

A Python library that helps data scientists to infer causation rather than observing correlation.

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies

ChainerRL is a deep reinforcement learning library built on top of Chainer.

Sandhya Kambhampati's "The Property Tax Divide analysis with R" and Dirk Eddelbuettel on "Extending R"

Network Diffusion Library - (for NetworkX graphs)

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports comp…

mlr: Machine Learning in R

Google Colaboratoryによるネットワーク分析入門

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

書籍「つくりながら学ぶ！深層強化学習」のサポートリポジトリです

Samples for tjo.hatenablog

Biocaddie Data Processing Pipeline. A data ingestion pipeline that collects and transforms original metadata information to a unified metadata model, called DatA Tag Suite (DATS).

BERT with SentencePiece for Japanese text.

TensorFlow code and pre-trained models for BERT

My Tips and Reference for Data Analysis and Machine Learning

A hyperparameter optimization framework

電子書籍『仕事ではじめる機械学習』のサポートリポジトリです

『基礎からわかる時系列分析』（技術評論社，2018年）のサポートサイトです。