Python Models

Open-source Python projects categorized as Models

Top 23 Python Model Projects

  1. Django

    The Web framework for perfectionists with deadlines.

    Project mention: Software design isn’t magic, but it feels like sorcery when you get it right | dev.to | 2025-05-19

    Django MVC done right (and battle-tested)

  2. Stream

    Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

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  3. gradio

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

    Project mention: SynthScope: Search, Visualize, Listen to Information | dev.to | 2025-06-18

    Gradio for frontend development.

  4. segmentation_models.pytorch

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

  5. CoreML-Models

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

  6. open_model_zoo

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

  7. 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.

  8. text

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

  9. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  10. torchgeo

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

    Project mention: My First Open Source Contribution @microsoft | dev.to | 2024-11-03

    Issue Worked On: Add Consistent Bands Metadata to Vision Transformer and ResNet Weights #2376 This week, I worked on a GitHub issue to add consistent band metadata across Vision Transformer (ViT) and ResNet weight classes in the torchgeo library. The goal was to ensure uniform metadata across different weight classes, specifically supporting various satellite datasets like Landsat and Sentinel.

  11. huggingface_hub

    The official Python client for the Huggingface Hub.

    Project mention: Visual Grounding from Docling! | dev.to | 2025-04-09

    Token indices sequence length is longer than the specified maximum sequence length for this model (528 > 512). Running this sequence through the model will result in indexing errors Documents loaded and chunked. Documents embedded and stored in Milvus. Note: Environment variable`HF_TOKEN` is set and is the current active token independently from the token you've just configured. /Users/alainairom/Devs/dataprepkit-work/docling-visualgrounding/myenv/lib/python3.12/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'post' (from 'huggingface_hub.inference._client') is deprecated and will be removed from version '0.31.0'. Making direct POST requests to the inference server is not supported anymore. Please use task methods instead (e.g. `InferenceClient.chat_completion`). If your use case is not supported, please open an issue in https://github.com/huggingface/huggingface_hub. warnings.warn(warning_message, FutureWarning) Question: Which are the main AI models in Docling? Answer: The main AI models mentioned in the document are Bayesian networks (BNs) and neural networks. Visual Grounding: Source 1: text: "1 Introduction\nIn recent years, artificial intelligence (AI) has attracted significant research interest, fueled by its potential to revolutionize various practical applications. Among the many AI models, Bayesian networks (BNs) [6] stand out in fields that demand extensive expert knowledge. One of the most impactful areas for BNs research is healt..." page: 1 page: 2 ...

  12. spacy-models

    💫 Models for the spaCy Natural Language Processing (NLP) library

  13. writer-framework

    No-code in the front, Python in the back. An open-source framework for creating data apps.

  14. django-colorfield

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

  15. MindMap

    MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models (by wyl-willing)

  16. pydbantic

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

  17. django-webhook

    Django webhooks triggered on model changes

  18. gto

    🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.

  19. 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

  20. Halo-Asset-Blender-Development-Toolset

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

  21. CPPE-Dataset

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

  22. LlamaTor

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

  23. pymapme

    Easy mapping for Pydantic models

  24. terge

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

  25. emubert-creator

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

  26. SaaSHub

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

    SaaSHub logo
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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  • A note from our sponsor - Stream
    getstream.io | 19 Jul 2025
    Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure. Learn more →

Index

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

# Project Stars
1 Django 84,255
2 gradio 39,051
3 segmentation_models.pytorch 10,682
4 CoreML-Models 6,755
5 open_model_zoo 4,264
6 PINTO_model_zoo 3,864
7 text 3,547
8 torchgeo 3,516
9 huggingface_hub 2,773
10 spacy-models 1,764
11 writer-framework 1,412
12 django-colorfield 654
13 MindMap 341
14 pydbantic 233
15 django-webhook 211
16 gto 149
17 Merge-Stable-Diffusion-models-without-distortion 141
18 Halo-Asset-Blender-Development-Toolset 134
19 CPPE-Dataset 69
20 LlamaTor 48
21 pymapme 19
22 terge 10
23 emubert-creator 3

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