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    Deep-learning Libraries

    tensorflow
    An Open Source Machine Learning Framework for Everyone

    TensorFlow was originally developed by researchers and engineers working within the Machine Intelligence team at Google Brain to conduct research in machine learning and neural networks. However, the…

    tensorflow
    177.78K Sep 24, 2023
    transformers
    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow 🤗 Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio. Th…

    huggingface
    111.36K Sep 06, 2023
    Made-With-ML
    Learn how to responsibly develop, deploy and maintain production machine learning applications.

    Learn the foundations of machine learning through intuitive explanations, clean code and visualizations. Learn how to combine machine learning with software engineering to build production-grade appl…

    GokuMohandas
    33.37K Jun 14, 2023
    handson-ml
    A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

    Use any of the following services. Next, run the following commands: Finally, start Jupyter: I recommend Python 3.7. If you follow the installation instructions above, that's the version you will get…

    ageron
    24.86K Sep 16, 2022
    gradio
    Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

    Gradio is an open-source Python library that is used to build machine learning and data science demos and web applications. With Gradio, you can quickly create a beautiful user interface around your …

    gradio-app
    21.59K Sep 06, 2023
    jina
    🔮 Multimodal AI services & pipelines with cloud-native stack: gRPC, Kubernetes, Docker, OpenTelemetry, Prometheus, Jaeger, etc.

    Jina provides a smooth Pythonic experience for serving ML models transitioning from local deployment to advanced orchestration frameworks like Docker-Compose, Kubernetes, or Jina AI Cloud. Jina makes…

    jina-ai
    19.03K Aug 30, 2023
    EasyOCR
    Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

    25 May 2023 - Version 1.7.0 15 September 2022 - Version 1.6.2 1 September 2022 - Version 1.6.1 24 August 2022 - Version 1.6.0 2 June 2022 - Version 1.5.0 9 April 2022 - Version 1.4.2 11 September 202…

    JaidedAI
    18.97K Jul 30, 2023
    CNTK
    Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

    If you prefer to use latest CNTK bits from master, use one of the CNTK nightly packages: You can learn more about using and contributing to CNTK with the following resources: Dear community, With our…

    microsoft
    17.41K Sep 23, 2023
    best-of-ml-python
    🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

    Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:

    ml-tooling
    14.29K Sep 06, 2023
    500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
    500 AI Machine learning Deep learning Computer vision NLP Projects with code
    ashishpatel26
    13.31K Sep 18, 2023
    nni
    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

    To install the current release: Participating discussions via the following IM groups is also welcomed. Over the past few years, NNI has received thousands of feedbacks on GitHub issues, and pull req…

    microsoft
    13.27K Sep 24, 2023
    albumentations
    Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

    Albumentations is a Python library for image augmentation. Image augmentation is used in deep learning and computer vision tasks to increase the quality of trained models. The purpose of image augmen…

    albumentations-team
    12.45K Aug 25, 2023
    qlib
    Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

    Recent released features Features released before 2021 are not listed here. Qlib is an open-source, AI-oriented quantitative investment platform that aims to realize the potential, empower research, …

    microsoft
    12.24K Sep 06, 2023
    dlib
    A toolkit for making real world machine learning and data analysis applications in C++

    Go into the examples folder and type: That will build all the examples. If you have a CPU that supports AVX instructions then turn them on like this: Doing so will make some things run faster. Finall…

    davisking
    12.23K Sep 06, 2023
    allennlp
    An open-source NLP research library, built on PyTorch.

    An Apache 2.0 NLP research library, built on PyTorch, for developing state-of-the-art deep learning models on a wide variety of linguistic tasks. When you're ready to start your project, we…

    allenai
    11.57K Sep 24, 2023
    turicreate
    Turi Create simplifies the development of custom machine learning models.

    Turi Create simplifies the development of custom machine learning models. You don't have to be a machine learning expert to add recommendations, object detection, image classification, image similari…

    apple
    11.07K Sep 06, 2023
    labelme
    Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

    There are options: For more advanced usage, please refer to the examples: Below shows how to build the standalone executable on macOS, Linux and Windows.

    wkentaro
    10.94K Aug 26, 2023
    ivy
    The Unified Machine Learning Framework

    Ivy is both an ML transpiler and a framework, currently supporting JAX, TensorFlow, PyTorch and Numpy. Ivy's transpiler allows you to use code from any other framework (or from any other version of t…

    unifyai
    10.86K May 27, 2023
    numerical-linear-algebra
    Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

    We start with a high level overview of some foundational concepts in numerical linear algebra. We will use the newsgroups dataset to try to identify the topics of different posts. We use a term-docu…

    fastai
    9.62K Sep 03, 2023
    ludwig
    Low-code framework for building custom LLMs, neural networks, and other AI models

    Key features: Install from PyPi. Be aware that Ludwig requires Python 3.8+. Or install with all optional dependencies: Let's fine-tune a pretrained LLaMA-2-7b large language model to follow instructi…

    ludwig-ai
    9.59K Sep 06, 2023
    MLAlgorithms
    Minimal and clean examples of machine learning algorithms implementations

    A collection of minimal and clean implementations of machine learning algorithms.

    rushter
    9.47K Sep 06, 2023
    computervision-recipes
    Best Practices, code samples, and documentation for Computer Vision.

    In recent years, we've see an extra-ordinary growth in Computer Vision, with applications in face recognition, image understanding, search, drones, mapping, semi-autonomous and autonomous vehicles. A…

    microsoft
    9.12K Sep 18, 2023
    kornia
    Computer Vision and Robotics Library for AI

    Inspired by existing packages, this library is composed by a subset of packages containing operators that can be inserted within neural networks to train models to perform image transformations, epi…

    kornia
    8.59K Sep 18, 2023
    machine_learning_examples
    A collection of machine learning examples and tutorials.

    A collection of machine learning examples and tutorials. Please note that not all code from all courses will be found in this repository. Some newer code examples (e.g. most of Tensorflow 2.0) were d…

    lazyprogrammer
    7.66K Sep 06, 2023
    wandb
    🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

      Get started with W&B in four steps: That's it! Navigate to the W&B App to view a dashboard of your first W&B Experiment. Use the W&B App to compare multiple experiments in a unified…

    wandb
    7.19K Sep 06, 2023
    python-machine-learning-book-2nd-edition
    The "Python Machine Learning (2nd edition)" book code repository and info resource

    published September 20th, 2017 Oh, there are so many things that we improved or added; where should I start!? The one issue on top of my priority list was to fix all the nasty typos that were introdu…

    rasbt
    7K Sep 06, 2023
    deeplake
    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

    Deep Lake is a Database for AI powered by a storage format optimized for deep-learning applications. Deep Lake can be used for: Deep Lake simplifies the deployment of enterprise-grade LLM-based produ…

    activeloopai
    6.75K Aug 26, 2023
    SerpentAI
    Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

    Development work has resumed on the framework with the aim of bringing it into 2020: Python 3.8+, Less Dependencies, Ease of Use (Installer, GUI) and much more! Still open-source with a permissive li…

    SerpentAI
    6.55K Aug 21, 2023

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