📝 Cheatsheets

Cheatsheets for various topics in computer science.

🧠 Attention Mechanisms

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

👁️ Self-Supervision

Implementations of several self-supervised pretext tasks for language and vision modalities in PyTorch.

🗣️ Speech Feature Extraction

Simple, straight-forward extraction of acoustic and prosodic features from sound waves based on Praat and Parselmouth.

🔄 Comparatively Finetuning BERT

Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.

📊 Exemplary Machine Learning Pipeline

Exemplary, annotated machine learning pipeline for any tabular data problem.