Python Model

Open-source Python projects categorized as Model

Top 18 Python Model Projects

  • spleeter

    Deezer source separation library including pretrained models.

  • Project mention: Are stems a good way of making mashups | /r/Beatmatch | 2023-12-10

    virtual dj and others stem separator is shrinked model of this https://github.com/deezer/spleeter you will get better results downloading original + their large model.

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  • PaddleHub

    Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)

  • 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
  • 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.

  • DECA

    DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

  • django-treenode

    :deciduous_tree: probably the best abstract model/admin for your tree based stuff.

  • 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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  • django-colorfield

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

  • covasim

    COVID-19 Agent-based Simulator (Covasim): a model for exploring coronavirus dynamics and interventions

  • paramak

    Create parametric 3D fusion reactor CAD and neutronics models (by fusion-energy)

  • Jomini

    Historical battle simulation package for Python

  • Lexica.art

    An easy-to-use reverse engineered text to image generation Python API wrapper for Lexica.art

  • django-compositepk-model

    Extended Django Model class with composite-primary-key support

  • deviceidentifier-py

    Utils to manipulate and learn from assorted device identifier formats via Reincubate's API.

  • google-local-results-ai-server

    A server code for serving BERT-based models for text classification. It is designed by SerpApi for heavy-load prototyping and production tasks, specifically for the implementation of the google-local-results-ai-parser gem.

  • Project mention: Show HN: Open-Source Server Code for Deploying Text Classification Models | news.ycombinator.com | 2023-06-28
  • Empereur

    A Python script to download models from the Hugging Face model hub.

  • Project mention: Empereur | news.ycombinator.com | 2024-03-23
  • emubert-creator

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

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

    ⦁ 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

  • CosRayModifiedISO

    A Python library for acquiring galactic cosmic ray spectra at Earth from the ISO model as modified by DLR. All the details and equations about this model can be found in Matthiae et al., A ready-to-use galactic cosmic ray model, Advances in Space Research 51.3 (2013): 329-338, https://doi.org/10.1016/j.asr.2012.09.022 .

  • 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 Model related posts

  • Show HN: Open-Source Server Code for Deploying Text Classification Models

    1 project | news.ycombinator.com | 28 Jun 2023
  • Google Local Results AI Server

    1 project | /r/madeinpython | 22 Jun 2023
  • Where are all the multi-modal models?

    2 projects | /r/singularity | 10 Feb 2023
  • [R] ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts + Gradio Demo

    2 projects | /r/MachineLearning | 29 Oct 2022
  • PaddleHub ERNIE-ViLG

    1 project | /r/Python | 14 Sep 2022
  • [R] ERNIE-ViLG, a state-of-the-art text-to-image model that generates images from Chinese text

    1 project | /r/MachineLearning | 3 Sep 2022
  • Baidu ERNIE-ViLG, output comparable to Stable Diffusion, better in anime

    1 project | news.ycombinator.com | 2 Sep 2022
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    www.scoutapm.com | 16 Jun 2024
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Index

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

Project Stars
1 spleeter 25,155
2 PaddleHub 12,576
3 CoreML-Models 6,286
4 open_model_zoo 3,992
5 PINTO_model_zoo 3,372
6 DECA 2,046
7 django-treenode 609
8 django-colorfield 576
9 covasim 242
10 paramak 58
11 Jomini 44
12 Lexica.art 29
13 django-compositepk-model 14
14 deviceidentifier-py 13
15 google-local-results-ai-server 13
16 Empereur 5
17 emubert-creator 2
18 CosRayModifiedISO 1

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