Aleksander Stadnikov's Projects
🐺 GitHub profile title page
Minimal examples of data structures and algorithms in Python
A curated list of awesome Jupyter projects, libraries and resources
Practice course on Big Data
This repository contains labs and datasets for the course "Data Analysis Tools"
This repository contains some of the labs for the university course "Enterprise Systems Architectures", performed in the Java programming language
This repository contains some laboratory work in MatLab and Fortran programming languages for the university course "Parallel Algorithms".
📈 This repository contains results and code for statistical data analysis, including data classification and clustering in the Python and R programming languages.
Getting Started with Data Enngineering
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
This repository is intended for delivery of laboratory work on the course "Data Visualization"
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Курс "Глубокое обучение (Deep Learning)" (ВМК, МГУ имени М.В. Ломоносова)
Style transfer, deep learning, feature transform
🌄 Image processing with my own algorithms in Python and MatLab
Repo for ACN'S Jumpstart GIT exercise
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
📖 In Russian: cписок русскоязычных публикаций matyushkin и блокноты Jupyter для различных образовательных ресурсов.
This repository is for lab work in SSAU's NLP course
📰 This repository contains time measurements of various algorithms on the CPU and GPU using PyCuda: matrix multiplication, Pi computation, and bilateral filtering.
Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do
Проекты и скрипты
Materials for my R programming course
This repository is used to study and build scoring models based on Home Credit bank data