Andrei Yasyrev's repositories
imagenette_experiments
Some experiments on Imagenette/Imagewoof datasets
model_constructor
Constructor for pytorch models.
benchmark_utils
Simple wrapper over timeit for benchmarking.
albucore
A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
argparse_app
Create cli app with argparse
argparse_pydantic
argparse config with pydantyc model.
argparsecfg
python argparse wrapper
ayasyrev.github.io
Andrei Yasyrev blog.
dir_tree
Print directory tree.
dup_finder
Find duplicate files.
experiment_utils
Helper utils for experiments with DL.
fastai
The fastai deep learning library
nbdocs
Create docs with jupyter notebooks.
nbtoolbox
Jupyter notebook tools collection.
cli_result
Test script run results.
imgread
Read image files.
nbdev
Create delightful python projects using Jupyter Notebooks
open-metric-learning
Metric learning and retrieval pipelines, models and zoo.
pt_utils
Utils for use with pytorch.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Ranger-Deep-Learning-Optimizer
Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase
Ranger21
Ranger deep learning optimizer rewrite to use newest components
repo_template
template for repo
timmdocs
Documentation for Ross Wightman's timm image model library. https://fastai.github.io/timmdocs/
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.