Things I Learned
This is set of my notes taken when I learned something.
Inspired by many "Today I Learned" or "Things I Learned" pages.
- Punctuation restoration
- Salt and pepper in the context of hashing/obfuscation
- Python - is there any difference between attribute and property?
- The difference between class attribute or property and the class variable
- yapf toml package is needed for using pyproject.toml as a configuration file
- ActivityPub - how it works and how to use it?
- Federated Social Web Manifesto
- Rustification of Python
- What is the difference between MLOps and ModelOps?
- Eval in Bash Script with Arguments Implemented as Functions
- Data Science Competitions where Winners can Win Real Money
- RSS vs. the Emerging Web Standards - Which Will Reign Supreme?
- Future-Proofing RSS - Key Changes and Technical Solutions to Keep the Web Feed Format Relevant
- Future of RSS
- In Git, how create patch for changes between current head and given commit?
- Git - sign commit that is n commits back (earlier)
- Git - sign previous commit
- Best Alternatives to Jupyter Notebooks
- The best Linux distributions for old x86 laptop to have windows-like look and feel.
- How to save numpy array to file?
- Plot inside plot with Matplotlib
- Which Python Code Formatter is Better: Black or yapf?
- Model Stacking, Bagging, Ensembling, and Boosting Explained with LEGO metaphor
- List of features with strongest correlation
- Explainable AI - Anchor Explanations
- Checks and Data preprocessing steps before applying PCA
- Black - change max line length
- Jupyte Notebook duplicated locations for nbextensions
- How to Set the Range of the Y Axis in Plotly?
- How to set transparent background for plotly plot?
- How to find most viewed questions with given tag on stackoverflow?
- How to change the size of matplotlib figure?
- How to rename one or more columns in pandas dataframe?
- How to select rows from a DataFrame based on column values
- Datasets for embeddings performance evaluation
- Simplifying Software Complexity: 10 Tips
- Using markmap mindmap diagrams in Pelican Blog
- Writing A Book Or Ebook In Markdown
- Which method of model packaging should I used?
- Compress, reduce or minimize size of PDF document
- Databricks Potential Usages
- Programatic diagram generation
- Combining neural networks and evolutionary algorithms
- Using Graphviz (dot) Diagrams in Pelican Blog
- Histogram intersection
- Tools that Helps to Understand and Tweak Random Forest Classifier
- How to use the Polish WordNet in Python?
- Creating Command Line Tools from Machine Learning Models
- 3 Pieces of Popular MLOps Advice to Ignore — and What to Do Instead
- What are the most popular private services that people decide to self-host?
- The Benefits of Packaging an ML Model as a Python PEX File
- Deploying MLFlow on Local Machine using Docker
- The difference between Machine Learning Development and traditional Software Development
- When Bayesian methods are not the best option?
- How to experiment with MLFlow locally on laptop or PC? Instructions for the local setup.
- MLOps Roadmap
- 10 scikit-learn exercises for aspiring data scientists
- Learning Bayesian methods as Data Scientist
- What is the difference between Matthews correlation coefficient and F1 metrics
- Difference between numba jit and njit decorators
- Tutorial - Install Calibre web on QNAP NAS
- Write a syslog entry from a bash script
- How to convert HTML to clean markdown
- List unlinked (orphaned) notes in Obsidian
- Reading CSV with Obsidian dataview and dataviewjs
- Install Photoprism on QNAP NAS using Docker Compose
- Trading algorithms and trading strategies
- Append JSON data to file, save the traces
- Bash - determine if script runs on Linux, macOS or other system
- Reinstall frequently
- Python logging - single character log level
- Bash - encode, decode base64 and hex
- Auto documented makefile
- Awk
- Bash - file base name (without extension)
- Bash - coloring output
- Bash - continue, yes or no
- Bash - default argument for the script
- Bash - download gist from GitHub
- Black - keep single quotes for strings
- Change the character encoding
- Check text file encoding
- Chocolatey (Windows)
- Convert markdown to pdf
- Convert PDF document to image
- Date formatting
- How to delete a Git branch locally and remotely?
- Man alternatives, CLI command usage explanations, and cheatsheets
- Pytest check if lists are equal
- How to ignore warnings in Python
- Pandas dataframe schema and data types validation
- Serve HTTP files with python server
- Change extension for multiple files in Zsh
- Use python TypedDict to type hint dictionaries
- Zsh - loop over files and run command
- Allow arbitrary types (such as Pandas Dataframe) in Pydantic
- Python - configuration management
- Clone partition in Linux
- Adding Parent Directory To Python Path
- Python - get file and path parts (dirname, base name, extension)
- Most Popular Python Backtesting Libraries
- Datasets for sentiment analysis
- Git - delete branches that are merged into the main branch
- Black - the code formatter
- Git hooks
- Time tracking apps
- Add logo to notebook header cell
- Git add - stage changes in various ways
- Pre-commit hooks
- Python - convert docstring styles
- Python - docstrings styles
- Python - project documentation from the code with pdoc3
- Git - autocommit on file changes
- Box-Cox Transform - Normalizing Non-Normal Data