erutils 0.6.4

Erutils Package is a self made package for self uses but if you find a way to use it to make you job easier feel free to use as you wish

Erutils

The Erutils package is the most simple package that include some stuffs that i think that i use every day and build them every day cause im to lazy to copy them from other projects :).

Erutils Package is a self made package for self uses but if you find a way to use it to make you job easier.

feel free to use as you wish but for a simple introduction erutils have 4 fls and those are .

Open erfanzare Github

Open Package Github

command line inteface dll lightning(AI) utils nlp neurons .

command line inteface

command line inteface is used for command line interface with functions like.
show_array arrays between 0 - 255 to image show
draw_rec plot rectangle with given informations
Cp colors cli
fprint
attar_print
print_model
Logger class Logger

dll

dll for dll file problems cause i ran into a lot of em .

lightning

lightning some classes and functions that i think that i always use like iou kmeans and many more ... . arg_creator to create args for modules from a list
pars_model_v2 to create model with config passed to
pars_model same as pars_model_v2 but older and have less options
max_args_to_max_non_tom one hot encoding
max_args_to_one_arg
accuracy
is_parallel Returns True if model is of type DP or DDP
de_parallel De-parallelize a model returns single-GPU model if model is of type DP or DDP
name_to_layer
module_creator used for objd
attr_exist_check_ check if attr exist in anyclass
iou
bbox_iou updated iou
avg_iou
TorchBaseModule torch train based module with some new capeblities
M torch module based module with some new features

utils

utils some functions like downloader timeSince and some more ... . as_minutes
time_since
read_video
write_video_frame
download
read_yaml
read_json
read_txt
str_to_list
wrd_print
read_toml
mp4_to_mp3

neurons

neurons some customized neural networks for pytorch line Convs and etc . Conv
Concat
Neck
C3
C4P
RepConv
ConvSc
ResidualBlock
CV1
UC1
MP
SP
LP
UpSample
SPPCSPC

nlp

nlp not fully complited but have classes and functions for text preprocessing .
Lang class for tokenize words like (add to vocab index2token and etc)
normalize_string
unicode_to_ascii

🚀 About Me

Hi there 👋 I like to train deep neural nets on large datasets 🧠. Among other things in this world:)

License

MIT

Used By

Private Project

Author

• @erfanzar