This repository contains the following Python notebooks: Number Description Online Notebook 1 Synthetic datasets exploration 2 Synthetic networks exploration 3 Flower construction 4 PyMAPDL exploration requires Ansys MAPDL local installation 6 Reservoir pressure plot and sensitivity analysis 7 Reservoir exploration radius analysis 8 Python features and tricks (notes) 9 Relative permeabilities normalization 10 One dimensional filtration modelling 11 Two dimensional filtration modelling (the 1st attempt with errors) 12 Two dimensional filtration modelling 13 Two dimensional filtration modelling (additional experiments) 14 One dimensional filtration modelling (additional experiments) 15 Experiments with Python libs for optimization problems 16 Python tiny notes 17 LeetCode problems notes 18 R2 Score 19 Read Parquet 20 Water-induced fractures growth 21 Whisper ASR 22 Deep Learning Notes 23 Faster Whisper ASR 24 Chat Messages Detection 25 Hugging Face Whisper ASR 26 Whisper ASR implementations comparison on audio with noise and echo 27 Speech Synthesis with Tacotron2 and HiFiGAN 28 Propagation of wave packets through the chain-chain interface 29 Propagation of wave packets through the lattice-lattice interface 30 Numba Notes 31 SQL Practice You can run the notebooks on Google Colab by following the links.