Top 21 Python Model Projects

• Django

  484 77,009 9.8 Python

  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

  116 29,400 9.9 Python

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

  

Project mention: AI enthusiasm #9 - A multilingual chatbot📣🈸 | dev.to | 2024-05-01

gradio is a package developed to ease the development of app interfaces in python and other languages (GitHub)

• InfluxDB

  www.influxdata.com featured

  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.

  

• segmentation_models.pytorch

  14 8,862 4.1 Python

  Segmentation models with pretrained backbones. PyTorch.

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

Also, I’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

  2 6,241 2.3 Python

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

• open_model_zoo

  5 3,962 8.6 Python

  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

  2 3,447 7.1 Python

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

  

• PINTO_model_zoo

  5 3,314 9.7 Python

  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.

• SaaSHub

  www.saashub.com featured

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

  

• torchgeo

  2 2,240 9.7 Python

  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

  104 1,704 9.6 Python

  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

  3 1,520 9.2 Python

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

  

• django-colorfield

  2 564 8.1 Python

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

• Data Flow Facilitator for Machine Learning (dffml)

  0 241 9.1 Python

  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

  2 219 5.0 Python

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

• django-webhook

  3 143 7.1 Python

  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

  6 136 7.1 Python

  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

  1 134 7.7 Python

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

  

• Halo-Asset-Blender-Development-Toolset

  20 116 8.7 Python

  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

  13 93 4.4 Python

  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

  1 64 2.1 Python

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

• LlamaTor

  1 29 5.9 Python

  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

  1 10 10.0 Python

  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

  www.saashub.com featured

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

  

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 - InfluxDB
  www.influxdata.com | 15 May 2024

  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. Learn more →

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