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Takuya Kato's Projects

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Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.

bmlib icon bmlib

An implementation of the general Boltzmann machine

dbm icon dbm

Simple implementation of Deep Boltzmann Machine

deepcube icon deepcube

An implementation of the paper "Solving the Rubik's Cube without Human Knowledge"

ferl icon ferl

An implementation of a simple kind of Free Energy based Reinforcement Learning

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

jos icon jos

My implementation of JOS kernel

mle icon mle

An implementation of the paper "Optimizing F-measure: A Tale of Two Approaches"

tracker icon tracker

An implementation of the paper "On tracking the partition function"

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