Pinned Repositories
EconomicIntelligence
The project focused on the use of public data to assess the economic situation in the country based on the state of the stock market and national means of payment, in particular - of the national currency. As sources are used: Open data Ministry of Finance of the Russian Federation These Moscow Exchange Google Finance Data Technologies used: Backend: Databases (relational) - Microsoft SQL Server 2014 Databases (multivariate) models DataMining, OLAP-cube - Microsoft Analysis Services 12.0 Веб-сервер - Windows Server 2012 / Internet Information Services Самописный ASP.NET HTTP Restful интерфейс для взаимодействия с Frontend ETL (загрузка и пре-процессинг данных, управление обновлением данных) SQL Server Integration Services 2014 (разработка в Visual Studio 2013, SSDT) Frontend: AngularJS ChartJS Twitter Bootstrap These were chosen so that the detail (granularity) in the set is not less than 1 day. The result has been created and filled with data analytic repository (Kimball model, topology - star), which was used to build a multi-dimensional databases and OLAP-based cubes on it, as well as models of analysis of data on two main algorithms: Microsoft Time Series, Microsoft Neural Network . To ensure interoperability frontend and backend server for backend-server was set up HTTP-Restful interface JSON-issuing documents in the form of finished sets. The project includes two main areas: Intelligent visualization of open data Analysis of open data and the construction of forecasts based on them Intelligent visualization involves the use of MDX-queries to the OLAP-cube, followed by depression (drilldown) in the data, the system allows the user to quickly find the "weak points" of the economy, as part of the data collected. To predict the time a standard mix of algorithms ARTXP / ARIMA, without the use of queries involving cross-prediction (but it is possible to enroll in the system correct data). These algorithms have been tested primarily on foreign exchange rates (US dollar) and the assets of banks included in the special list of Ministry of Finance. In addition, for assets shows the different customization options algorithms - a long-term, short-term and medium-term (balanced) plan. Assessing the impact of oil prices and foreign currency exchange rate for the total market capitalization was conducted on a sample of the data collected: companies with a total market capitalization of 100 to 500 million rubles, present in the market during 2013-2015 Analytical server builds the neural network receiving the input exchange rates, companies, the weighted average share price, total capitalization of the company and the price of oil to requests received models give the opportunity to evaluate the growth rate of \ fall (if at all) the company's capitalization at historical exchange rates and / or the cost of oil. Built a system can expand to include new indicators, which will significantly increase the accuracy of forecasting.
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
GenossGPT
One API for all LLMs either Private or Public (Anthropic, Llama V2, GPT 3.5/4, Vertex, GPT4ALL, HuggingFace ...) 🌈🐂 Replace OpenAI GPT with any LLMs in your app with one line.
google-interview-university
A complete daily plan for studying to become a Google software engineer.
install-nvidia-drivers
There are some script, which help you to install Nvidia drivers on Ubuntu Server 18.04.4 LTS.
JavaScriptCourse
milewski-ctfp-pdf
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
MoneyPrinter
Automate Creation of YouTube Shorts using MoviePy.
notesnook
A fully open source & end-to-end encrypted note taking alternative to Evernote.
oryx-docker
Ilyushin's Repositories
Ilyushin/milewski-ctfp-pdf
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
Ilyushin/generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Ilyushin/GenossGPT
One API for all LLMs either Private or Public (Anthropic, Llama V2, GPT 3.5/4, Vertex, GPT4ALL, HuggingFace ...) 🌈🐂 Replace OpenAI GPT with any LLMs in your app with one line.
Ilyushin/MoneyPrinter
Automate Creation of YouTube Shorts using MoviePy.
Ilyushin/notesnook
A fully open source & end-to-end encrypted note taking alternative to Evernote.
Ilyushin/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Ilyushin/awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
Ilyushin/awesome-mlops
A curated list of references for MLOps
Ilyushin/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Ilyushin/DiffSynth-Studio
Enjoy the magic of Diffusion models!
Ilyushin/fraud-detection-handbook
Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook
Ilyushin/free-ai-resources
🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
Ilyushin/graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
Ilyushin/injoit-template
LaTeX template for International Journal of Open Information Technologies http://injoit.ru/
Ilyushin/kotaemon
An open-source RAG-based tool for chatting with your documents.
Ilyushin/LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Ilyushin/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Ilyushin/lm-polygraph
Ilyushin/LocalAI
:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others
Ilyushin/machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
Ilyushin/manim
Animation engine for explanatory math videos
Ilyushin/MLDM_BOOK
Книга "Машинное обучение и анализ данных"
Ilyushin/my-js
Руководства, шпаргалки, вопросы и другие материалы по JavaScript, TypeScript, React, Next.js, Node.js, Express, Prisma, GraphQL, Docker и другим технологиям, связанным с разработкой веб-приложений.
Ilyushin/open-webui
User-friendly WebUI for LLMs (Formerly Ollama WebUI)
Ilyushin/Russian-Phd-LaTeX-Dissertation-Template
LaTeX-template for russian Phd thesis
Ilyushin/rustdesk
An open-source remote desktop, and alternative to TeamViewer.
Ilyushin/torch-uncertainty
Uncertainty for deep learning models in PyTorch :seedling:
Ilyushin/TorchCP
A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
Ilyushin/trustworthyai
Explore the intersection of ethics and technology with 'Trustworthy AI: From Theory to Practice.' This comprehensive guide delves into creating AI models that prioritize privacy, security, and robustness. Featuring practical examples in Python, it covers uncertainty quantification, adversarial machine learning, federated learning, and more.
Ilyushin/www-project-ai-security-and-privacy-guide
OWASP Foundation Web Respository