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Akihiro Nitta's Projects

aitemplate icon aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

asv icon asv

Airspeed Velocity: A simple Python benchmarking tool with web-based reporting

calconv icon calconv

A simple calculator for size of neural networks

data-structures-and-algorithms icon data-structures-and-algorithms

拙著「問題解決力を鍛える!アルゴリズムとデータ構造」の補足資料。ソースコードと、章末問題への略解を掲載。

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

ecosystem-ci icon ecosystem-ci

Automate issue discovery for your projects against Lightning nightly and releases.

gist icon gist

Collection of PyTorch examples, each within a single, self-contained Python file.

grip icon grip

Preview GitHub README.md files locally before committing them.

isort icon isort

A Python utility / library to sort imports.

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

keyboards icon keyboards

Showcase: Photos and keymaps of my lovely keyboards I daily use.

lightning-bolts icon lightning-bolts

PyTorch Lightning Bolts is a toolbox of models, callbacks, and datasets for AI/ML researchers.

lightning-flash icon lightning-flash

Collection of tasks for fast prototyping, baselining, finetuning and solving problems with deep learning.

lightning-transformers icon lightning-transformers

Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.

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