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Top 23 Python neural-network Projects
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nn
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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Keras 3 multi-backend
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Project mention: Strengthening Open-Source Integrity: My First Contribution to spaCy | dev.to | 2025-10-28
🔗 Pull Request: #13877 — Remove spaCy Quickstart from Universe/Courses due to spam redirect
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NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
git clone https://github.com/NVIDIA/NeMo.git nemo
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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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petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
Project mention: Petals: Run large language models at home, BitTorrent‑style | news.ycombinator.com | 2025-05-27 -
pyod
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
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Project mention: AI - DBRX - Databricks - Documentando automaticamente suas tabelas e colunas do Unity Catalog | dev.to | 2025-04-05
Fonte: https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm
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dm_control
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
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igel
a delightful machine learning tool that allows you to train, test, and use models without writing code
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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 neural-networks discussion
Python neural-networks related posts
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Defeating Nondeterminism in LLM Inference
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SpaCy: Industrial-Strength Natural Language Processing (NLP) in Python
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AI - DBRX - Databricks - Documentando automaticamente suas tabelas e colunas do Unity Catalog
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A Man Out to Prove How Dumb AI Still Is
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An Introduction to Neural Ordinary Differential Equations [pdf]
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Submitting GPU jobs to Slurm @ Loyola University Chicago
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Alternatives to Cosine Similarity
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A note from our sponsor - SaaSHub
www.saashub.com | 16 Nov 2025
Index
What are some of the best open-source neural-network projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | nn | 64,273 |
| 2 | Keras | 63,551 |
| 3 | faceswap | 54,691 |
| 4 | spaCy | 32,785 |
| 5 | pytorch-tutorial | 31,911 |
| 6 | NeMo | 16,103 |
| 7 | fast-style-transfer | 10,969 |
| 8 | petals | 9,787 |
| 9 | pyod | 9,575 |
| 10 | Keras-GAN | 9,244 |
| 11 | chainer | 5,908 |
| 12 | keras-rl | 5,556 |
| 13 | composer | 5,433 |
| 14 | graph_nets | 5,384 |
| 15 | Augmentor | 5,130 |
| 16 | gluonts | 5,058 |
| 17 | pytorch-forecasting | 4,653 |
| 18 | llm-foundry | 4,354 |
| 19 | dm_control | 4,314 |
| 20 | hummingbird | 3,497 |
| 21 | GAT | 3,426 |
| 22 | igel | 3,133 |
| 23 | dm-haiku | 3,117 |
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