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A collection of popular anomaly detection methods (iid/point-based and time series) including active learning for anomaly detection/discovery, description for diversity/explanation/interpretability. With a deeper analysis of incorporating label feedback with ensemble and tree-based detectors. Includes results-plots and illustrations for most approaches covered.
An excuse to learn Scala
Implementing black box alpha divergence in autograd
A scaled down version of AlphaGo Zero, playing on a 5x5 board
Introduction to Golang with cloud deployment
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
Elixir application to view weather data based on user input
Demo Implementation
Construction IT research platform for 2D & 3D
🍻 A CLI workflow for the administration of macOS applications distributed as binaries
PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" (https://arxiv.org/abs/2404.07143)
Neo4j GenAI for Python
Convolutional nets which can take molecular graphs of arbitrary size as input.
commands to get started with Postgres
Deep universal probabilistic programming with Python and PyTorch
Scikit-Learn tutorial material for Scipy 2015
TMDB Box Office Prediction https://www.kaggle.com/c/tmdb-box-office-prediction/
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Visualization of latent spaces learned by a VAE on different data sets. Implementation of VAE is in TensorFlow.
A tensorflow implementation of VAE training with Renyi divergence
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.