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.
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.
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
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
rec-tool
Tool for simplifying to perform experiments with collaborative filtering models
Ilyushin's Repositories
Ilyushin/milewski-ctfp-pdf
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
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/adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
Ilyushin/AFFiNE
There can be more than Notion and Miro. AFFiNE is a next-gen knowledge base that brings planning, sorting and creating all together. Privacy first, open-source, customizable and ready to use.
Ilyushin/alpha-beta-CROWN
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021 and 2022)
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/backdoor-toolbox
A compact toolbox for backdoor attacks and defenses.
Ilyushin/datalens-ui
User interface for DataLens
Ilyushin/free-ai-resources
🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
Ilyushin/LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
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/Marabou
Ilyushin/practical-statistics-for-data-scientists
Code repository for O'Reilly book
Ilyushin/pysistant
Ilyushin/pytorch-ood
👽 Out-of-Distribution Detection with PyTorch
Ilyushin/RL-Theory-book
Ilyushin/Robustness-Verification-for-Transformers
[ICLR 2020] Code for paper "Robustness Verification for Transformers"
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/UQ360
Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.
Ilyushin/www-project-ai-security-and-privacy-guide
OWASP Foundation Web Respository