computer_science

• Operating Systems

• Resources

data_structures_and_algorithms

• Pattern 1 - Sliding Window

machine_learning

• Albumentations with PyTorch for image data augmentation

• Convolutional neural network shape and sizing

• Experimentation with config files

• Data for machine learning

• Debugging machine learning code

• Hugging Face

• Jax

• Loss functions

• PyTorch Dataset's and DataLoader's

• Save and load PyTorch model

• PyTorch training loop (and plot)

• ML Questions

• ML resources

• Toolbox of ML Techniques

• Weights and Biases (wandb)

mathematics

• Linear Algebra

• Miscellaneous Mathematics

• Probability

miscellany

• Bash scripting

• Consume later lists

• Make file executable

• Push/pull to Github with git

• Google Drive Colab

• Use LaTeX in Jekyll

• LaTeX images

• LaTeX math commands

• SSH port forwarding

• Stanford computing

• Toolbox of Tools

• Some unix commands

python

• Flask "Hello, World!" example

• Python packaging

• Print methods of object/class

• Pickling in Python

• Loop progress bar (tqdm)

• Unzip tuples into lists