Nikolay Donets's starred repositories
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
awesome-cto
A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
swift-composable-architecture
A library for building applications in a consistent and understandable way, with composition, testing, and ergonomics in mind.
prettymaps
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
growthbook
Open Source Feature Flagging and A/B Testing Platform
silero-models
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
ddd-starter-modelling-process
If you're new to DDD and not sure where to start, this process will guide you step-by-step
OpenPrompt
An Open-Source Framework for Prompt-Learning.
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
neural_prophet
NeuralProphet: A simple forecasting package
deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
welcome-to-ddd
Definitions of DDD and fundamental concepts to reduce the learning curve and confusion
scikit-lego
Extra blocks for scikit-learn pipelines.
pytorch-ts
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
retentioneering-tools
Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.
contextualbandits
Python implementations of contextual bandits algorithms
scikit-network
Graph Algorithms