An assortment of Jupyter notebooks
- Topic anaylsis (Spacy, gensim) - Topic clustering health improvement questionaire
- Name classification (pytorch) - Last name nationality classification
- seq2seq language translation (pytorch) - Short sentence French-English translation model (without attention)
- Outer countour (OpenCV) - Turn logo images with various backgrounds to a transparent background
- Shape tracker (OpenCV) - Tracking moving shapes in a video with loss of visibility tolerance
- Train coupler detector (separate repo) (pytorch) - Detect train car coupling in an image of a triain / car counting
- Spectral analysis (SKlearn, pytorch) - A classical anonymous numbers ML task
- Simpson's paradox (pandas, numpy) - Exhaustive search of lowest integers illustrating the paradox
- OCR scattered text (OCR, OpenCV, Numpy, pytesseract) - Scattered text reconstruction and recovery
- ETH tx fees (BigQuery, Colab)