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Top 23 Python Model Projects
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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)
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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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Gradio for frontend development.
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segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
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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.
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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.
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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.
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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 ...
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writer-framework
No-code in the front, Python in the back. An open-source framework for creating data apps.
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MindMap
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models (by wyl-willing)
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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
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CPPE-Dataset
Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset
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LlamaTor
LlamaTor: Decentralized AI model sharing via BitTorrent for efficient, user-friendly distribution and collaboration.
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emubert-creator
The training code behind EmuBert, the largest open-source masked language model for Australian law.
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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).
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A note from our sponsor - Stream
getstream.io | 19 Jul 2025
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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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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