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The fastest JSON schema Validator. Supports JSON Schema draft-04/06/07/2019-09/2020-12 and JSON Type Definition (RFC8927)
The fundamental package for scientific computing with Python.
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Lime: Explaining the predictions of any machine learning classifier
A system for quickly generating training data with weak supervision
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Always know what to expect from your data.
Apache Spark - A unified analytics engine for large-scale data processing
A very fast and expressive template engine.
Use a docx as a jinja2 template
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Library for fast text representation and classification.
Python module that makes working with XML feel like you are working with JSON
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
Dash AG Grid is a high-performance and highly customizable component that wraps AG Grid, designed for creating rich datagrids.
Open-source JavaScript charting library behind Plotly and Dash
The interactive graphing library for Python ✨ This project now includes Plotly Express!
Data Apps & Dashboards for Python. No JavaScript Required.
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.