Framework
1.[Python]#0 쉽게 잊는 것들 링크로 모아보기
다른 분들이 이미 잘 정리해 주신 내용들을 정리한 문서
2.pandas#0 쉽게 잊는 것들 링크로 모아보기
pandas도 잘써야지
3.scikit-learn#0 쉽게 잊는 것들 링크로 모아보기
sklearn을 알아보자.
4.[Pytorch]#0 쉽게 잊는 것들 링크로 모아보기
pytorch 잊기 쉬운 것들
5.python#1 파이썬의 반복 가능한 객체들에 대해서
map() zip()이 반복가능한 개체라고?
6.python#2 그래프의 DFS 순회, 재귀함수에 대한 고찰
그래프의 순회 방식인 DFS를 알아보자, 재귀함수에 대한 고찰과 함께
7.python#3 np.random 정리하기
np.random 잊지 않겠다...
8.python#4 sys, 파일 불러오기
데이터 불러오기
9.[Tensor]#1 텐서에 대한 고찰
텐서는 어려워
10.Ubuntu/Server/Docker #0 잊기 쉬운 것들
아 작업보다 준비가 더 오래 걸렸어...!
11.VS Code#0 쉽게 잊는 것들 링크로 모아보기
텍스트 에디터
12.[Tensor]#2 reverse the order
reverse the order
13.[Tensor]#3 indexing with tensor
two different method
14.[Tensor]#5 torch.einsum
simple and fast
15.[Tensor]#4 caution: making new object
sometimes no error brings more dangers
16.[Tensor]#6 where, argwhere, nonzero
three different methods but choose one
17.[Tensor]#7 dimension of sum
always remember this, the dimension to reduce
18.[Tensor]#8 value approximation(quantization)
two tools for quantization
19.[Python]#5 Path
give it a way
20.[Python]#6 Relative Path
quite convenient
21.[Python]#7 Rounding Methods
okay 5, let's see
22.[Tensor]#9 indexing with None
[None, ...] = unsqueeze
23.[Tensor]#10 tile & repeat in ndarray and tensor
what element to repeat and what dimension to add
24.[Python]#8 unpacking operator *
useful function
25.[Python]#9 Pipenv
using virtual environments
26.[Linux]#1 Broken packages
remove packages
27.[Linux]#2 Adding Path
make way
28.[Music related Libraries]#1 midi2audio(mp3)
let's see our midi in a wave
29.[Github]#1 change branch name
elaborately
30.[VScode]#1 debug relative path
no more messing up
31.[Linux]#3 CUDA setting
cuda come on!
32.[Docker]#1 Nvidia-docker setting
be friends of container, and takes it all!
33.[VScode]#2 terminal is okay, but vscode is not working
delete bin folder in the host
34.[Screen]#1 when you want to scroll in screen
ctrl a [
35.[Python]#10 variations of Map(feat. Multiprocessing)
now map yours
36.[Linux]#4 rsync
oh my data is getting bigger
37.[Linux]#5 multiprocessing
single head controls multiprocessing, nonsense
38.[Symbolic-Music-Encoding]#4.2 Beat Alignment Process, ticks = index
ticks are representation of time
39.[Github]#2 user name
40.[Pytorch]#1 nn.Module & number of Parameters
numel(), show your numbers
41.[Wandb]#1 Sweep
automatically. hae juo!
42.[Pytorch]#2 NaN
No NaN! No NaN!
43.[Github]#3 SSH public key, for docker
inside docker, find the new key
44.[Github]#4 to commit in Anonymous
yeap preparing demo pages
45.[Tensor]#9 gather, scatter
gather and scatter like our lives
46.[Linux]#6 Auto rebooting
scheduled reboot
47.[Music21]#1 Quantization
Remember this
48.[Python]#11 difference between call and getitem functions
use it as it used to be, but now check it.
49.[Python]#12 Avoid syntax errors using shlex
way to avoid syntax error