Python Models

Open-source Python projects categorized as Models

Top 16 Python Model Projects

  • Django

    The Web framework for perfectionists with deadlines.

    Project mention: HappyX First Major Release 🎉 | /r/nim | 2023-06-01

    HappyX seems very minimal. Large web frameworks like Django are great because they include very important parts like securely managing user accounts. I can understand if you want to keep HappyX minimal, but is it possible to have libraries which built upon HappyX?

  • gradio

    Create UIs for your machine learning model in Python in 3 minutes

    Project mention: I gave commit rights to someone I didn't know | | 2023-05-29

    I disagree hard with this – for instance I've recently needed to dig into the code for the Gradio library, and when PRs are like (and the merge commit's message is what it is) it's hard to understand why some decisions have been made when doing `git annotate` later on.

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • segmentation_models.pytorch

    Segmentation models with pretrained backbones. PyTorch.

    Project mention: [D] Improvements/alternatives to U-net for medical images segmentation? | /r/MachineLearning | 2023-03-29

    SMP offers a wide variety of segmentation models with the option to use pre-trained weights.

  • CoreML-Models

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

    Project mention: I made an app completely on SwiftUI dedicated to browsing vehicles for sale on eBay. It got rejected for being too basic, should I justify any more time on this? | /r/swift | 2023-01-24

    Super far fetched idea on passing 4.2 with iOS specific functionality: there are CoreML models specifically capable of identifying car makes and models (linked in this repo), which could allow you to take/select a photo, and automatically identify/search the car based on the prediction. That being said, it will not take into account nearly as many details as you can manually specify in your app. Nice work!

  • open_model_zoo

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

    Project mention: [D] Is BERT going to be obsolete by ChatGPT? | /r/MachineLearning | 2023-03-10

    Search engines and chatbots are rapidly advancing with the introduction of ChatGPT, but search engines are still running on models like BERT (Bidirectional Encoder Representations from Transformers) for question-answer functionality. An interesting OpenVINO jupyter notebook #213 demonstrating question-answer functionality with a SQuAD v1.1 training set trained BERT model and transformer functions using either an embedded paragraph or a link to a website. I find it still really compelling to see how this works, basically how our widely used search engines function though on a much bigger scale.

  • 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.

    Project mention: YOLOv7 object detection in Ruby in 10 minutes | | 2022-07-26

    Download the ONNX model from this project: 307_YOLOv7

  • torchgeo

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

    Project mention: Ask HN: What are your goals for 2023? | | 2022-12-08

    Considering something like torchgeo (, or maybe some geospatial library written in Julia.

    > but the problem I have is that everything seems to just work and I don't run into many issues to fix.

    May I point you at linux audio? ;-) Getting any type of DAW working in linux without having to do some crazy rewiring with jack would be a godsend.

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • spacy-models

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

  • huggingface_hub

    All the open source things related to the Hugging Face Hub.

    Project mention: Thoughts on a "Text Generation CivitAI" | /r/Oobabooga | 2023-03-19
  • 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

  • Halo-Asset-Blender-Development-Toolset

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

    Project mention: I created a 1:1 scale remake of Headlong in Infinite! | /r/halo | 2023-06-07

    Thanks! Initially I was eyeballing it based on ghost and warthog lengths but that quickly proved to be difficult and cumbersome. I got some tips thanks to UneeQ in exporting the BSP (map structure data) from Reclaimer and importing it into Blender using the Halo Asset Blender Development Toolset

  • surv_ai

    A framework to empower quantitative modeling using Large Language Models (LLMs)

    Project mention: SurvAI: Data Modeling Using AI Agents, Inspired by Classical Ensemble ML | | 2023-06-07
  • CPPE-Dataset

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

  • SETools

    A .SE format import / export plugin for maya

    Project mention: Help with xanim export from blender or xanim converter | /r/CODZombies | 2022-07-02

    also see this:

  • SaaSHub

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

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). The latest post mention was on 2023-06-07.

Python Models related posts


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

Project Stars
1 Django 71,199
2 gradio 18,439
3 segmentation_models.pytorch 7,399
4 CoreML-Models 5,757
5 open_model_zoo 3,629
6 PINTO_model_zoo 2,700
7 torchgeo 1,635
8 spacy-models 1,337
9 huggingface_hub 931
10 django-colorfield 492
11 Data Flow Facilitator for Machine Learning (dffml) 211
12 pydbantic 201
13 Halo-Asset-Blender-Development-Toolset 95
14 surv_ai 63
15 CPPE-Dataset 58
16 SETools 34
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives