Topics
python, fast-copy-paste, data-analysis, data-visualization, other, reinforcement-learning, supervised-learning, unsup-learning, ML-tools, ml-tools,
python
- Queue, how not to use them
- Map & filter vs list comprehensions
- List and numpy array intersection
- Pickle library
- Incremental filename
- Communication over IP
- Regular expressions
- Text progressbar
- File operations
- String format
fast-copy-paste
data-analysis
- Pyspark basics
- Chow: find discontinuity in linear data
- Pandas groupby
- Pandas simple EDA
- Histogram sampling
- Pandas merge
- Numpy
- Data exploration
- Pandas cheat sheet
- fitwrap module
- String to np.array
- Binning image
- Binning data
data-visualization
other
- ODE: quarter car model solver with scipy
- Dirty snippets
- Git workflow
- Argparse
- AWS snippets
- Unix snippets
- Tensorflow lite setup
- Colab snippets
- Add package to pypi
reinforcement-learning
- SARSA and Q-learning
- Monte Carlo RL
- Iterative policy evaluation
- Multi-Armed Bandit
- Bayesian optimization
- Neural Network from scratch