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Data Science

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Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

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activeloopai / deeplake

Star 7.8k

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

python data-science machine-learning ai computer-vision deep-learning tensorflow cv image-processing ml pytorch datasets data-version-control datalake mlops vector-search vector-database large-language-models llm langchain
  • Updated May 15, 2024
  • Python

lancedb / lance

Star 3.3k

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

python rust data-science machine-learning computer-vision deep-learning embeddings dataops data-analytics data-analysis data-format apache-arrow data-centric mlops duckdb llms
  • Updated May 15, 2024
  • Rust
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