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Useful day-to-day programming reminders

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Useful day-to-day programming reminders

Contents

1. Linux Commands

   • Disk Usage
   • Splitting Files
   • Grep, Sed
   • Compression
   • Curl
   • View Running Processes
   • Terminal Syntax Highlighting
   • Vim

2. Miscellaneous Commands

   • Anaconda
   • IPython Notebook
   • Git
   • Ruby
   • Jekyll
   • Pelican
   • Django

3. Regular Expressions Cheatsheet

4. Python Functions Cheatsheet

   • Functions as Objects
   • Lambda Functions
   • Closures
   • *args, **kwargs
   • Currying
   • Generators
   • Generator Expressions
   • itertools

5. Python Logging Utilities

   • Logging with RotatingFileHandler
   • Logging with TimedRotatingFileHandler

6. Python Structure Utilities

   • slice
   • range and xrange
   • bisect
   • sort
   • sorted
   • reversed
   • enumerate
   • zip
   • list comprehensions

7. Python Unit Tests

   • Unit tests using the Nose module

8. Vim Key Bindings

   • Basic Editing
   • Operators & Repetition
   • Yank & Paste
   • Searching
   • Marks & Macros
   • Various Motions

9. Gitmoji Commit Preamble Emojis

   • Emojis and Commit Types

10. Machine Learning Algorithms

    1. CLUSTERING
    2. DIMENSIONALITY REDUCTION
    3. REGRESSION
    4. DECISION TREE
    5. BAYESIAN
    6. REINFORCEMENT LEARNING
    7. REGULARIZATION
    8. ENSEMBLE
    9. ANNs
    10. ARL
    11. INSTANCE BASED
    12. DEEP LEARNING
    13. RULE SYSTEM
    14. OTHER ALGORITHMS