RegExr is a HTML/JS based tool for creating, testing, and learning about Regular Expressions.
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A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
Synthetic data generators for tabular and time-series data
- gan-architectures
- gan
- deep-learning
- synthetic-data
Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.
- playwright
- end-to-end-testing
- ai-testing
- ai-agents
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
- tabular-data
- gans
- train-dataframe
- adversarial-filtering
A set of tools for creating and testing machine learning features, with a scikit-learn compatible API
NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
- machine-learning
- dialogue-systems
- dialogue-generation
- dialogues
Learn Clean Architecture with .NET Core 3.0 :fire:
- solid
- ddd
- clean-architecture
- clean-code
Expertiza is a web application through which students can submit and peer-review learning objects (articles, code, web sites, etc). The Expertiza project is supported by the National Science Foundation.
- ruby
- peer-reviews
- rails-application
- students
Demo app for learning observability with Grafana and performance testing with k6.
High-performance Piecewise Geometric Model (PGM) learned index implementation in pure Rust with strict epsilon error guarantees
Go(lang) benchmarks - (measure the speed of golang)
- golang
- go
- examples
- benchmark
Project tracking of the "Mobile ML Working Group", for the End-to-End TensorFlow Lite tutorials.
- tflite-model
- tensorflow-lite
- colab-notebook
- tutorials
Learn how Elm, Parcel, Cypress and Netlify work together. Get started with Elm navigation, routes, remote data and decoder.
- elm
- parcel
- elm-test
- cypress
Testavior is a lightweight solution to help you develop Behavior Tests for ASP.NET Core
- dotnet
- dotnet-core
- testing
- aspnetcore
American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.
- asl
- keras
- tensroflow
- tflite
the goal of this kata is to learn to work incrementally by implementing a cli arguments parser.