i-aki-y's repositories
albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
base-container
Base Gradient Container
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
extension-template
A `copier` template for JupyterLab extensions
Graphs.jl
An optimized graphs package for the Julia programming language
jupyter-bbox-widget
A Jupyter widget for annotating images with bounding boxes
jupyterlab
JupyterLab computational environment. This is a very early preview, and is not suitable for general usage yet.
jupyterlab-lsp
Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
jupyterlab-notifications
Jupyterlab extension to show notebook cell completion browser notifications
mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mmediting
OpenMMLab Image and Video Restoration, Editing and Generation Toolbox
mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
panopticapi
COCO 2018 Panoptic Segmentation Task API (Beta version)
polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
pyproject-flake8
pyproject-flake8 (pflake8), a monkey patching wrapper to connect flake8 with pyproject.toml configuration
python-lsp-server
Fork of the python-language-server project, maintained by the Spyder IDE team and the community
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
scikit-image
Image processing in Python
scikit-learn
scikit-learn: machine learning in Python
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.