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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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Stream
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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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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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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
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 - Stream
getstream.io | 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 | 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 |