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Akihiro Nitta's Projects

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

num_calc icon num_calc

Coursework: numerical calculation in 2017 Fall

numpyro icon numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

optuna icon optuna

A hyperparameter optimization framework

plwm icon plwm

PLWM is a Python package, containing classes suitable for implementing a window manager. PLWM is also a window manager, using the PLWM package.

pydeprecate icon pydeprecate

Simple tooling for marking deprecated functions or classes and re-routing to the new successors' instance.

pyg-lib icon pyg-lib

Low-Level Graph Neural Network Operators for PyG

pylight icon pylight

A simple backlight controller for fully CLI environments

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

x-stable-diffusion icon x-stable-diffusion

Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.

xla icon xla

Enabling PyTorch on Google TPU

xpydm icon xpydm

A simple display manager written in Python

xpymon icon xpymon

a versatile WiFi/network/battery/CPU/video system monitor on Linux

xpywm icon xpywm

a simple but extensible X11 window manager written in Python

xview-pytorch icon xview-pytorch

PyTorch data utilities for object detection with xView Detection Challenge dataset [http://xviewdataset.org/]

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