• 👀 I’m interested in Data Science, Computer Vision, Generative AI
• 🌱 I’m currently learning Bioinformatics

C C++ Python R bash

• Foreign Function Interface (FFI): rpy2 reticulate

Qt

OpenCV Pillow Rembg |

Anaconda PyPI CRAN | Bioconductor

Jupyter IPython Jupytext

• Math: SymPy NumPy SciPy
• Statistics: statsmodels
• Plots: Matplotlib Seaborn Plotly plotnine
• Data: pandas tidyverse ( magrittr ggplot2 )
• Natural Language Processing (NLP): spaCy Gensim fastText NLTK | wordcloud |
  • NLP-ru: pymorphy2 |
• misc: PyAutoGUI | argparse | python-dotenv | mypy | prettyTables | pyComBat |

scikit-learn

• Boosting: XGBoost LightGBM CatBoost
• Dimensionality Reduction: PCA | IPCA | KPCA | t-SNE | UMAP | VAE |
• Feature Selection: Boruta-Shap |
• Imbalanced Data: imbalanced-learn themis SMOTE-variants |
• Explainable AI: SHAP Yellowbrick scikit-plot

PyCaret TPOT Optuna scikit-optimize hyperopt hyperopt-sklearn | auto-sklearn | PHOTONAI |

• EDA: AutoViz YData-profiling missingno |

Keras TensorFlow PyTorch PyTorch Lightning

• Neural Architecture Search (NAS): AutoKeras KerasTuner |

• TensorFlow environment: TensorBoard | Probability | tf-explain |

• state of the art (SotA): ONNX Ultralytics YOLOv8 PyTorch3D Netron

• 🤗 Hugging Face : Transformers | 🧨 Diffusers |

• Playgrounds: TensorFlow Playground | ConvNet PlayGround | TensorSpace.js | Tiktokenizer | code2vec | GAN Lab | Transformer Explainer | Diffusion Explainer |

OpenAI Stable Diffusion

Biopython DeepChem survival pydicom

Whisper | SpeechRecognition | gTTS | music21 |

psutil tqdm Joblib

Requests Scrapy bs4

• Frameworks: Flask FastAPI Streamlit Gradio
• Telegram bots: pyTelegramBotAPI python-telegram-bot aiogram

MySQL SQLite

QEMU Docker

Apache Airflow Nextflow

Raspberry Pi Arduino Processing Linux

Maxima Scilab

KiCad Autodesk Inventor Pronterface

Tableau | Yandex DataLens

Google Colab | Yandex DataSphere

x86 | x86-64 | E2k | AVR | ARM

NVIDIA CUDA | Intel MKL | IBM zSeries