Ryuichiro Hataya

senet.pytorch. PyTorch implementation of SENet

ewc.pytorch. An implementation of EWC with PyTorch

sam.pytorch. A PyTorch implementation of Sharpness-Aware Minimization for Efficiently Improving Generalization

dda. Differentiable Data Augmentation Library

homura. homura is a library for fast prototyping DL research

shampoo.pytorch. An implementation of shampoo

cca.pytorch. CCAs for looking into DNNs

anatome. Ἀνατομή is a PyTorch library to analyze representation of neural networks

pytorch.rl.learning. for learning reinforcement learning using PyTorch.

l0.pytorch. an implementation of L0 regularization with PyTorch

ssl-suite. SSL using PyTorch

mixup.pytorch. an implementation of mixup

pytorch.snapshot.ensembles. PyTorch implementation of "SNAPSHOT ENSEMBLES: TRAIN 1, GET M FOR FREE" [WIP]

eve.pytorch. Python

simple_transformers. Simple transformer implementations that I can understand

chika. chika is a simple and easy config tool for hierarchical configurations.

hypergrad. Simple and extensible hypergradient for PyTorch

distillation.pytorch. Implementation of several knowledge distillation techniques on PyTorch

pytorch.detection.learning. learning object detection using pytorch

introvae.pytorch. Python

softdisc. Differentiable Discrete Algorithms for PyTorch

memory_efficient_attention.pytorch. A human-readable PyTorch implementation of "Self-attention Does Not Need O(n^2) Memory" (Rabe&Staats'21).

maguro. A simple job scheduler for GPUs

softsort.pytorch. PyTorch implementation of Cuturi M., Teboul O., Vert JP: Differentiable Sorting using Optimal Transport: The Sinkhorn CDF and Quantile Operator

dataset-contamination. Datasets of "Will Large-scale Generative Models Corrupt Future Datasets?"

gsync. Simple PyDrive wrapper and command line tool.

neuralcompressor.pytorch. PyTorch Implementation of Compressing Word Embeddings via Deep Compositional Code Learning

mlp_mixer.pytorch. PyTorch implementation of "MLP-Mixer: An all-MLP Architecture for Vision"

pyproject_template. Python

miniargs. A wrapper of argparse which I can remember the APIs.

abel.pytorch. PyTorch LR scheduler of ABEL

matplotlib-better-practice.

moskomule.github.io. HTML

madoka. A simple wrapper of matplotlib for figures in papers

honen. A wrapper of matplotlib for myself

_.dotfiles. dotfiles

greedy-learning. To catch up the recent progress of layerwise learning

fast_dataloader. Fast data loader using tar and tensordict

mine.pytorch. Python

cuda-server. Shell

black-box-optimization. Julia

vision. Datasets, Transforms and Models specific to Computer Vision

mae.pytorch. A PyTorch implementation of Masked Autoencoders (WIP)

LaTeX-better-practice. To avoid re-searching and re-inventing wheels

moskomule.

iclr. In Context Learning Research