Python Models

Open-source Python projects categorized as Models
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Topics: Pytorch Python Machine Learning Deep Learning Model
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Top 21 Python Model Projects

  • Django

    The Web framework for perfectionists with deadlines.

    • Project mention: AutoCodeRover resolves 22% of real-world GitHub in SWE-bench lite | news.ycombinator.com | 2024-04-09

    >As an example, AutoCodeRover successfully fixed issue #32347 of Django.

    This bug was fixed three years ago in a one-line change.[0] Presumably the fix was already in the training data.

    [0] https://github.com/django/django/pull/13933

  • gradio

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

    • Project mention: Show HN: Dropbase ā€“ Build internal web apps with just Python | news.ycombinator.com | 2023-12-05

    There's also that library all the AI models started using that gives you a public URL to share. After researching it: https://www.gradio.app/ is the link.

    It's used specifically for making simple UIs for machine learning apps. But I guess technically you could use it for anything.

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  • segmentation_models.pytorch

    Segmentation models with pretrained backbones. PyTorch.

    • 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

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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

  • gto

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

  • 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

  • Halo-Asset-Blender-Development-Toolset

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

    • Project mention: Where would I find a guide to create halo mcc campaign missions? | /r/halo | 2023-06-15

  • surv_ai

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

    • Project mention: SurvAI: Prediction Models Powered by AI Agents | news.ycombinator.com | 2023-06-11

  • 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.

  • 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).

Python Models related posts

Index

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

Project Stars
1 Django 76,778
2 gradio 28,730
3 segmentation_models.pytorch 8,800
4 CoreML-Models 6,221
5 open_model_zoo 3,941
6 text 3,441
7 PINTO_model_zoo 3,288
8 torchgeo 2,223
9 huggingface_hub 1,675
10 spacy-models 1,508
11 django-colorfield 560
12 Data Flow Facilitator for Machine Learning (dffml) 240
13 pydbantic 219
14 django-webhook 139
15 gto 134
16 Merge-Stable-Diffusion-models-without-distortion 133
17 Halo-Asset-Blender-Development-Toolset 113
18 surv_ai 92
19 CPPE-Dataset 64
20 LlamaTor 28
21 pymapme 10

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