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11:30 5/30
mkseo.pe.kr
11:30
mkseo.pe.kr
Passion is like genius; a miracle.
http://mkseo.pe.kr/blog/
저작도구: https://wordpress.org/?v=5.4.6
최종 피드 수집: 2025-02-17 03:46
전체 (124)
1d
Early stopping and timeout in optuna
I have previously explained how to run optuna in parallel. Here, I’d like to explain how one can apply timeout and early stoppin
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deep learning
machine learning
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9d
Using list of tuples or list of list in optuna
Optuna, hyper paramerter tuning library, doesn’t allow non primitive (str, int, float, None) type of values in categorical propo
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deep learning
machine learning
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0
0
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12d
Optuna in multiprocessing
I couldn’t find an explanation on how one can run optuna in multiprocessing settings to avoid GIL caused performance degradation
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deep learning
machine learning
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0
0
0
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2M
Shutting down multi processing in python
When you want to shutdown multiprocessor pool, I find this way the best. I tried cancel_futures, and so on, but they all suffers
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software
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4M
Recommended config_dict for pydantic.BaseModel
It’s difficult to understand why the below is not the default of the pydantic.BaseModel since they look so basic, but anyhow, th
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software
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4M
Finding all subclasses dynamically in python
Python provide __subclass__ to find all subclasses but it doesn’t find a class if it’s not imported yet. One solution is dynamic
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software
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0
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4M
화면 캡쳐후 chatgpt에 질문 자동 실행 루틴
갤럭시 루틴입니다. 터치 매크로는 chatgpt 앱을 선택하고 녹화하면 되고 터치 시작 전에 delay를 1200ms 정도로 줍니다. 루틴을 빅스비 단축어에 연결합니다. 결과는 이렇습니다.
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5M
plotly and drawing multiple lines in a single figure
I started using plotly. It renders a nice looking chart by default and interactive. With some efforts, one can return json in th
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machine learning
software
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1
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5M
Interactive plotly charts on jinja2 + flask
It’s difficult to find explanation on how we can render plotly chart on flask + jinja, so I’m sharing my code snippets. First, i
Uncategorized
web
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0
0
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6M
Predicting next state and observation in hmmlearn
Let me start by emphasizing that HMM’s core purpose is identifying the hidden states given observations. In such case, hidden st
Uncategorized
machine learning
quant
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statistics
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0
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6M
twelvedata python api
While I was looking for python api for crypto, I found twelvedata. It’s cheap and seems to be comprehensive. But I don’t like th
Uncategorized
quant
software
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0
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7M
Sort values in each row of polars df
If your data size isn’t too big, here’s an easy solution. Let’s say you have this data: Use this function to sort values across
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software
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0
0
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7M
How to suppress “Using categorical units to plot a list of strings that are all parsable as floats or dates.”
If log level is set to INFO, “Using categorical units to plot a list of strings that are all parsable as floats or dates. If the
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software
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0
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8M
Outlier, drift detection
I learned alibi-detect today and it looks great. It has many algorithms for outlier and drift detection. The page even has a lin
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machine learning
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0
0
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8M
웹사이트 성능 최적화
소프트웨어 품질의 끝은 결국 측정과 최적화라고 생각하고, 측정이 모든 접근의 시작이자 끝이라고 생각한다. 측정은 목표를 설정할 수 있게 하고, 그 과정에서 목표 자체에 의미가 있는지 따져보게 한다. 하지만 기술적 지식으로 무장한
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software
web
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0
5
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8M
ASUS Chromebook Plus CX34
ASUS Chromebook Plus CX34. 또 크롬북을 샀다. 이제 써본게 총 6대째인가. 너무 많이 사봤다. 처음 느낌은 이 정도면 크롬북 수준에서 괜찮은 터치패드, 이 정도면 괜찮은 키감. 살짝 키 간격이 넓은 느낌도 있
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review
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0
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8M
Two interesting cross validation in scikit learn
Scikit is excellent esp when considering these advanced tools. One is calibrated classifier cv. It tries to match model’s probab
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machine learning
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0
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8M
Getting a probability given a prediction score
Platt scaling is a method to scale score to probability. It uses logistics transformation with some learable parameters. What’s
Uncategorized
machine learning
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0
0
0
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8M
Modern linux cli tooks
I personally use bat, fd, exa, rg, jq, fzf, sd. https://github.com/ibraheemdev/modern-unix?tab=readme-ov-file
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software
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0
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8M
Conformal prediction for dummies
Here I’m writing the simplest form of the concept so that anyone can quickly get the idea. If you want a serious post, read pape
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machine learning
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0
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0
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