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Data Science 101 is a blog started in 2012 by Ryan Swanstrom about learning to become a data scientist. It covers getting started, data science career tips, free learning resources, videos, and academic papers.
GPTeam is an open-source multi-agent simulation project hosted in the 101dotxyz GitHub repository. It focuses on collaborative AI agents. The repository includes documentation for getting started, understanding the simulation's operation, and viewing agent activity.
BabyAGI UI is an open-source project hosted on GitHub, designed to facilitate running and developing BabyAGI within a web application with a ChatGPT-like interface. The repository includes a getting started guide, roadmap, and stack documentation for users and contributors.
Data Science For Beginners is a public curriculum repository hosted on GitHub by Microsoft. It provides a 10-week, 20-lesson data science learning program designed for all skill levels. The repository includes documentation for getting started and offers multi-language support for learners.
This GitHub repository hosts the official Deforum extension for AUTOMATIC1111's Stable Diffusion web user interface. The extension integrates Deforum functionality into the Stable Diffusion webui, and the repository includes resources such as a FAQ, getting started guide, and known issues list for users.
Fairlearn is a Python package hosted on a GitHub repository maintained by the Fairlearn project, designed to assess and improve the fairness of machine learning models. The repository includes documentation covering fairness definitions and a getting started guide for the tool.
gobrain is an open-source GitHub repository maintained by the goml organization. It implements neural networks in the Go programming language. The repository includes documentation for getting started, recurrent neural network features, a changelog of updates, and project background information.
golearn is an open-source GitHub repository maintained by sjwhitworth. It provides machine learning capabilities for the Go programming language. The repository includes installation instructions, getting started guides, example use cases, and full project documentation.
H2O Sparkling Water is an open-source GitHub repository maintained by the h2oai organization. It provides H2O machine learning functionality that can run inside Apache Spark clusters. The repository includes getting started guides, user documentation, binary download options, and resources for testing the tool.
Hydrosphere is a GitHub repository for an MLOps platform. The repository provides documentation for getting started with the platform, including installation instructions and guidance for deployment using Docker and Kubernetes.
Mesh TensorFlow is a tool designed to simplify model parallelism for distributed computation, hosted as a GitHub repository under the TensorFlow organization. The repository includes an introduction, guidance on use cases, and a getting started guide.
MMDeploy is documented at version 1.3.1 and covers getting started, converting, running, evaluating and quantizing models, building from source or Docker image, and SDK usage. Its backend support pages describe ncnn, ONNX Runtime, OpenVINO, PPLNN, SNPE, TensorRT, TorchScript, RKNN, TVM and Core ML, and its codebase support covers several OpenMMLab projects.
This GitHub repository hosts an open solution for the Airbus Ship Detection Challenge. It outlines the project's goals, includes a disclaimer, provides guidance for getting started, and shares information about the implemented solutions, while accepting community contributions.
This GitHub repository hosts an open solution for the Santander Value Prediction Challenge. It outlines the project's goals, includes a disclaimer, provides guidance for getting started, and links to related competition resources, while accepting community contributions.
OpenAGI is an open-source GitHub project for AI agent creation, described as a tool where large language models meet domain experts. It provides documentation for getting started, installation steps, usage guidance, and information for contributing to the project.
PigPen is an open-source Map-Reduce library for the Clojure programming language, hosted on GitHub under the Netflix organization. The repository includes documentation for getting started, tutorials, and support for data formats including Parquet and Avro.
Traceloop OpenLLMetry is an open-source observability tool for GenAI and LLM applications, based on OpenTelemetry and maintained by Traceloop. It provides instrumentation for vector databases and frameworks, and includes documentation on getting started and supported destinations.
