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Takuya Akiba's Projects

agl icon agl

a graph algorithm library with a strong focus on algorithm prototyping and scalable network analysis

chainer icon chainer

A flexible framework of neural networks for deep learning

chainercv icon chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

cpcargo icon cpcargo

A simple package to upload DL checkpoints to remote storage

darkopt icon darkopt

Gray-box automatic hyper-parameter optimization for machine learning

epochraft icon epochraft

Checkpointable dataset utilities for foundation model training

epochraft-hf-fsdp icon epochraft-hf-fsdp

Example of using Epochraft to train HuggingFace transformers models with PyTorch FSDP

fastfm icon fastfm

fastFM: A Library for Factorization Machines

haste icon haste

Haste: a fast, simple, and open RNN library

hyperloglog-hip icon hyperloglog-hip

C++ implementation of an approximate distinct counter by HIP estimator on HyperLogLog

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

k-edge-connected icon k-edge-connected

Efficient maximal k-edge-connected subgraph (MkECS) enumeration by random contraction

megabyte-pytorch icon megabyte-pytorch

Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch

mlfinlab icon mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

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