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A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Benchmarks of approximate nearest neighbor libraries in Python
The Internals of Apache Spark
6th place solution to Freesound Audio Tagging 2019 kaggle competition
Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.
PyTorch implementation of Barlow Twins.
Stream processing in Python of twitter searches using public APIs.
Building Django 2.0 Web Applications, published by Packt
The Flask server that communicates with my FB Messenger chatbot
a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms
COVID-19 detection though Xray data and the Efficientnet AutoML architecture
API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.
Dash on Flask with login_required (and application factory pattern)
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.
3rd place solution for the Deepfake Detection Challenge on Kaggle
A prize winning solution for DFDC challenge
Django 2 by Example, published by Packt
Open Source Python CRM based on Django
Django DB Pool - Another database persistance / pooling implementation for Django
Domain-driven e-commerce for Django
Django styleguide used in HackSoft projects
Open source annotation tool for machine learning practitioners.
Docker Buildx Support for Composition of Dockerfiles
Python quantitative trading and investment platform; Python3 based multi-threading, concurrent high-frequency trading platform that provides consistent backtest and live trading solutions. It follows modern design patterns such as event-driven, server/client architect, and loosely-coupled robust distributed system. It follows the same structure and performance metrix as other EliteQuant product line, which makes it easier to share with traders using other languages.
Example code for my building and deploying microservices with event sourcing, CQRS and Docker presentation
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.