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/AI_Curriculum
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
Ilyushin/baseline_combination
Combined model baseline for "Towards markerless surgical tool and hand pose estimation" - 2021
Ilyushin/cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Ilyushin/clickhouse-clustering
Source for creating a basic ClickHouse cluster with sharding only.
Ilyushin/clickhouse-replication
All the necessary things to set up ClickHouse cluster with replication enabled
Ilyushin/CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
Ilyushin/DSNet
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization
Ilyushin/facenet
Face recognition using Tensorflow
Ilyushin/facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Ilyushin/foolbox
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
Ilyushin/fully-homomorphic-encryption
Libraries and tools to perform fully homomorphic encryption operations on an encrypted data set.
Ilyushin/grasp_generator
Synthetic Grasp Generation for "Towards markerless surgical tool and hand pose estimation" - 2021
Ilyushin/grasp_renderer
Grasp Renderer for "Towards markerless surgical tool and hand pose estimation" - 2021
Ilyushin/handobject_dataset_creator
Real Dataset Generation for "Towards markerless surgical tool and hand pose estimation" - 2021
Ilyushin/handobjectnet_baseline
HandObjectNet baseline for "Towards markerless surgical tool and hand pose estimation" - 2021
Ilyushin/imgclsmob
Sandbox for training deep learning networks
Ilyushin/Keras-ResNeXt
Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.
Ilyushin/kinopoiskpy
Python API to kinopoisk.ru
Ilyushin/lidbox
End-to-end spoken language identification out of the box. Rewrite in progress for first release (version 1).
Ilyushin/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Ilyushin/montage
Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer
Ilyushin/moviegeek
A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.
Ilyushin/Multi-Tacotron-Voice-Cloning
Phoneme multilingual(Russian-English) voice cloning based on
Ilyushin/onnx_transformers
Accelerated NLP pipelines for fast inference on CPU. Built with Transformers and ONNX runtime.
Ilyushin/pvnet_baseline
PVNet baseline for "Towards markerless surgical tool and hand pose estimation" - 2021
Ilyushin/PyTorch-Distributed-Training
Example of PyTorch DistributedDataParallel
Ilyushin/pytorch-for-numpy-users
PyTorch for Numpy users. https://pytorch-for-numpy-users.wkentaro.com
Ilyushin/resnet
Ilyushin/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
Ilyushin/Universal-Litmus-Patterns
Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"