Popular GitHub Repositories for Lake Formation

Resources on the topic of digital morphogenesis (creating form with code). Includes links to major articles, code repos, creative projects, books, software, and more.

Artificial Intelligence framework for games based on libGDX or not. Features: Steering Behaviors, Formation Motion, Pathfinding, Behavior Trees and Finite State Machines

Data API Framework for AI Agents and Data Apps

This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face models for generation and evaluation.

Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required

Generate a picture book from a single prompt using OpenAI function calling, replicate, and Deep Lake

? The semantic engine for LLMs, bringing semantic context to AI agents. ?

A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation using Open Source LLMs. Qdrant is used for the Vector DB.

Amazon SageMaker Local Mode Examples

[ECCV2024] DreamScene: 3D Gaussian-based Text-to-3D Scene Generation via Formation Pattern Sampling

A Git-like Version Control File System for AI & Data Product Management.

? Stream inferences of real-time ML models in production to any data lake (Experimental)

Question-answer generation from text

The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt

Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Leveraging these realistic synthetic DP images, we introduce a new recurrent convolutional network (RCN) architecture that can improve defocus deblurring results and is suitable for use with single-frame and multi-frame data captured by DP sensors.

S3 vector database for LLM Agents and RAG.

Books and Papers in Mathematics, Econometrics, Machine Learning, Finance etc for different levels that can be useful for Data Scientists, Developers and everyone whoo is interesting in STEM.

Icebird: JavaScript Iceberg Client

The Lightning Catalog is an open-source data catalog designed for preparing data at any scale in ad-hoc analytics, data virtualization, data warehousing, lake houses, and ML projects.

Repository of notebooks and related collateral used in the Databricks Demo Hub, showing how to use Databricks, Delta Lake, MLflow, and more.