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Top 23 Python neural-network Projects
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Project mention: The bug that taught me more about PyTorch than years of using it | news.ycombinator.com | 2025-10-26
He's not a core maintainer and hasn't been for years - pytorch's contributors are completely public
https://github.com/pytorch/pytorch/graphs/contributors
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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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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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manga-image-translator
Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/ (no longer working)
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Project mention: Gradient Descent on Token Input Embeddings: A ModernBERT experiment | dev.to | 2025-06-23
ModernBERT-large was chosen because it is relatively lightweight model with a strong visualization suite and a simplified attention mask (full cross-attention) that is easy to reason about. It would be interesting to see if the results in this post hold across other models.
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Project mention: Gluon: a GPU programming language based on the same compiler stack as Triton | news.ycombinator.com | 2025-09-17
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ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. (by pytorch)
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Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
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Good read! I am developing PINNs at work and this certainly helped me recall important concepts. This post used deepxde library [2] to compose the PINN. Can anyone comment on how NVIDIA's modulus [2] compares to this? Modulus appears to be much more verbose and poorly documented.
[1]: https://github.com/lululxvi/deepxde
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Project mention: Google AI Edge – on-device cross-platform AI deployment | news.ycombinator.com | 2025-06-01
Genuine question, why should I use this to deploy models on the edge instead of executorch? https://github.com/pytorch/executorch
For context, I get to choose the tech stack for a greenfield project. I think that executor h, which belongs to the pytorch ecosystem, will have a way more predictable future than anything Google does, so I currently consider executorch more.
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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).
Python neural-network discussion
Python neural-network related posts
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Python library for quantum computing, quantum ML, and quantum chemistry
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The bug that taught me more about PyTorch than years of using it
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PyTorch 2.9 released with C ABI and better multi-GPU support
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The 64 KB Challenge: Teaching a Tiny Net to Play Pong
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Docker Was Too Slow, So We Replaced It: Nix in Production [video]
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5 Practical AI Stacks for Anyone Not Named Google
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Wasted Open Source efforts 😮
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A note from our sponsor - InfluxDB
www.influxdata.com | 15 Nov 2025
Index
What are some of the best open-source neural-network projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | Pytorch | 94,956 |
| 2 | spaCy | 32,785 |
| 3 | gensim | 16,267 |
| 4 | ivy | 14,234 |
| 5 | ludwig | 11,616 |
| 6 | Kornia | 10,840 |
| 7 | TFLearn | 9,616 |
| 8 | manga-image-translator | 8,859 |
| 9 | bertviz | 7,759 |
| 10 | TensorLayer | 7,376 |
| 11 | gluon-cv | 5,915 |
| 12 | chainer | 5,908 |
| 13 | imagededup | 5,529 |
| 14 | composer | 5,433 |
| 15 | pointnet | 5,184 |
| 16 | ignite | 4,712 |
| 17 | neural_prophet | 4,200 |
| 18 | Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials | 3,936 |
| 19 | neuralforecast | 3,825 |
| 20 | deepxde | 3,602 |
| 21 | ALAE | 3,522 |
| 22 | executorch | 3,490 |
| 23 | picoGPT | 3,419 |
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