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.