Python Models

Open-source Python projects categorized as Models

Top 23 Python Model Projects

  • Django

    The Web framework for perfectionists with deadlines.

  • Project mention: Comprehensive Guide to Django | dev.to | 2024-06-18

    The official site provides extensive documentation and resources: djangoproject.com.

  • Scout Monitoring

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  • gradio

    Build and share delightful machine learning apps, all in Python. šŸŒŸ Star to support our work!

  • Project mention: Google Mesop: Build web apps in Python | news.ycombinator.com | 2024-06-09
  • segmentation_models.pytorch

    Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  • Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

    Also, Iā€™d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models

  • CoreML-Models

    Largest list of models for Core ML (for iOS 11+)

  • open_model_zoo

    Pre-trained Deep Learning models and demos (high quality and extremely fast)

  • Project mention: FLaNK Stack Weekly 06 Nov 2023 | dev.to | 2023-11-06
  • text

    Models, data loaders and abstractions for language processing, powered by PyTorch

  • PINTO_model_zoo

    A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • torchgeo

    TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

  • Project mention: FLaNK Stack Weekly for 20 Nov 2023 | dev.to | 2023-11-20
  • huggingface_hub

    The official Python client for the Huggingface Hub.

  • Project mention: OpenAI's employees were given two explanations for why Sam Altman was fired | news.ycombinator.com | 2023-11-20

    Something to think about:

    https://github.com/huggingface/huggingface_hub

  • spacy-models

    šŸ’« Models for the spaCy Natural Language Processing (NLP) library

  • django-colorfield

    :art: color field for django models with a nice color-picker in the admin.

  • Data Flow Facilitator for Machine Learning (dffml)

    The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.

  • pydbantic

    A single model for shaping, creating, accessing, storing data within a Database

  • django-webhook

    Django webhooks triggered on model changes

  • Project mention: Automatic Django webhooks triggered on model changes | news.ycombinator.com | 2024-02-21
  • Merge-Stable-Diffusion-models-without-distortion

    Adaptation of the merging method described in the paper - Git Re-Basin: Merging Models modulo Permutation Symmetries (https://arxiv.org/abs/2209.04836) for Stable Diffusion

  • gto

    šŸ·ļø Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.

  • Halo-Asset-Blender-Development-Toolset

    CE/H2/H3/ODST JMS/JMA/ASS exporter for Blender

  • surv_ai

    A framework to empower forecasting using Large Language Models (LLMs)

  • CPPE-Dataset

    Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

  • LlamaTor

    LlamaTor: Decentralized AI model sharing via BitTorrent for efficient, user-friendly distribution and collaboration.

  • Project mention: LlamaTor: A New Initiative for BitTorrent-Based AI Model Distribution | /r/LocalLLaMA | 2023-09-28
  • pymapme

    Easy mapping for Pydantic models

  • Project mention: Hi, I wrote a package that helps to map your Pydantic models between each other. | /r/learnpython | 2023-06-24

    PyMapMe is a tiny library for mapping Pydantic models, it might be useful when you have some model and want to represent it using different structure. For instance, it might be useful when you want to map models between diffrent APIs. You can see some examples in readme.

  • terge

    An easy-to-use Python library for merging PyTorch models.

  • Project mention: Show HN: Terge ā€“ an easy-to-use library for merging AI models | news.ycombinator.com | 2024-06-18
  • emubert-creator

    The training code behind EmuBert, the largest open-source masked language model for Australian law.

  • Project mention: Show HN: EmuBert ā€“ the first open encoder model for Australian law | news.ycombinator.com | 2024-05-14

    ā¦ Text embedding.

    Not only that but, despite only being trained to guess missing words, EmuBert seems to know facts such as that Norfolk Island is an Australian territory (try the prompt, 'Norfolk Island is an Australian .'), it is Section 51 of the Constitution that grants Parliament the power to make laws for the peace, order, and good government of the Commonwealth ('Section of the Constitution grants the Australian Parliament the power to make laws for the peace, order, and good government of the Commonwealth.'), and that the representative of the monarch of Australia is the Governor-General ('The representative of the monarch of Australia is the -General.').

    Finally, EmuBert achieves a perplexity of 2.05 on the Open Australian Legal QA, the first open dataset of Australian legal questions and answers, outperforming all known state-of-the-art masked language models, including Roberta, Bert and Legal-Bert.

    You can check out EmuBert on Hugging Face here: https://huggingface.co/umarbutler/emubert

    The code I used to create EmuBert is also openly available on GitHub: https://github.com/umarbutler/emubert-creator

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Python Models related posts

  • Automatic Django webhooks triggered on model changes

    1 project | news.ycombinator.com | 21 Feb 2024
  • django-webhook: automate sending outgoing webhooks to third parties

    1 project | /r/django | 29 Oct 2023
  • a Lightweight AI Model and Framework for Text Summarization in the Browser using JavaScript

    1 project | /r/learnmachinelearning | 16 Oct 2023
  • Hi, I wrote a package that helps to map your Pydantic models between each other.

    2 projects | /r/learnpython | 24 Jun 2023
  • Gradio sharable link expires too soon ( 30 mins to 1 hour, instead of lasting 72 hours )

    1 project | /r/StableDiffusion | 10 Jun 2023
  • AMD Accelerates AI Adoption on Windows 11 With New Developer Tools for Ryzen AI

    2 projects | /r/AMD_Stock | 23 May 2023
  • The Windows one-click installer has been updated (4-bit and 8-bit should work out of the box)

    7 projects | /r/Oobabooga | 28 Mar 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 20 Jun 2024
    SaaSHub helps you find the best software and product alternatives Learn more ā†’

Index

What are some of the best open-source Model projects in Python? This list will help you:

Project Stars
1 Django 77,543
2 gradio 30,384
3 segmentation_models.pytorch 9,038
4 CoreML-Models 6,290
5 open_model_zoo 3,994
6 text 3,467
7 PINTO_model_zoo 3,384
8 torchgeo 2,297
9 huggingface_hub 1,803
10 spacy-models 1,537
11 django-colorfield 578
12 Data Flow Facilitator for Machine Learning (dffml) 246
13 pydbantic 221
14 django-webhook 154
15 Merge-Stable-Diffusion-models-without-distortion 139
16 gto 137
17 Halo-Asset-Blender-Development-Toolset 118
18 surv_ai 94
19 CPPE-Dataset 64
20 LlamaTor 30
21 pymapme 11
22 terge 5
23 emubert-creator 2

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