ayasyrev

nbmetaclean

imagenette_experiments

Some experiments on Imagenette/Imagewoof datasets

model_constructor

Constructor for pytorch models.

benchmark_utils

Simple wrapper over timeit for benchmarking.

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.

dl_experiments

DL experiments with pytorch

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.

imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

imgread

Read image files.

nbdev

Create delightful python projects using Jupyter Notebooks

pt_utils

Utils for use with pytorch.

pttoolbox

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

read_stream

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.