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Top 23 Python neural-network Projects
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Project mention: Looking for open source projects in Machine Learning and Data Science | reddit.com/r/ArtificialInteligence | 2023-02-06
You could try spaCy. This is the brains of the operation - an open-source NLP library for advanced NLP in Python. Another is DocArray - It's built on top of NumPy and Dask, and good for preprocessing, modeling, and analysis of text data.
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This is our optimization problem. Now, we hope that you have an idea of what our goal is. Luckily for us, this is already implemented in a Python module called gensim. Yes, these guys are brilliant in natural language processing and we will make use of it. 🤝
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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Project mention: Beginner Friendly Resources to Master Artificial Intelligence and Machine Learning with Python (2022) | dev.to | 2022-08-14
TFLearn – Deep learning library featuring a higher-level API for TensorFlow
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ROCm's great for data centers, but good luck finding anything about desktop GPUs on their site apart from this lone blog post: https://community.amd.com/t5/instinct-accelerators/exploring...
There's a good explanation of AMD's ROCm targets here: https://news.ycombinator.com/item?id=28200477
It's currently a PITA to get common Python libs like Numba to even talk to AMD cards (admittedly Numba won't talk to older Nvidia cards either and they deprecate ruthlessly; I had to downgrade 8 versions to get it working with a 5yo mobile workstation). YC-backed Ivy claims to be working on unifying ML frameworks in a hardware-agnostic way but I don't have enough experience to assess how well they're succeeding yet: https://lets-unify.ai
I was happy to see DiffusionBee does talk the GPU in my late-model intel Mac, though for some reason it only uses 50% of its power right now. I'm sure the situation will improve as Metal 3.0 and Vulkan get more established.
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Project mention: [News] Kornia 0.6.6: ParametrizedLine API, load_image support for Apple Windows Developer, integration demos with Hugging Face and many more. | reddit.com/r/MachineLearning | 2022-07-18
👉 https://github.com/kornia/kornia/releases/tag/v0.6.6
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Project mention: Introduction to ‘TensorLayer’: A Python-based Versatile Deep Learning Library Designed for Machine Learning Researchers | reddit.com/r/Python | 2022-02-20
Github: https://github.com/tensorlayer/TensorLayer
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video2x
A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.
Project mention: AI video/still enhancement software? Free trial? | reddit.com/r/editors | 2022-12-20 -
Sorry maybe someone could chime in and help but I use chainer to upscale. https://github.com/chainer/chainer
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Project mention: [D] What's stopping you from working on speech and voice? | reddit.com/r/MachineLearning | 2023-01-30
- https://github.com/NVIDIA/NeMo
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Project mention: Help checking for duplicate images with large number of images | reddit.com/r/learnpython | 2023-01-29
imagededup
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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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Project mention: How do I balance a pointcloud dataset without compromising it? | reddit.com/r/learnmachinelearning | 2022-10-25
I am using pointnet, A neural network which directly processes point clouds and labels them on a per-point basis.
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image-super-resolution
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Project mention: A tech worker is selling a children's book he made using AI. Professional illustrators are pissed. | reddit.com/r/books | 2022-12-15 -
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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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igel
a delightful machine learning tool that allows you to train, test, and use models without writing code
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Project mention: [D] Am I stupid for avoiding high level frameworks? | reddit.com/r/MachineLearning | 2022-11-23
You may consider using Composer Composer by MosaicML.
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mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Project mention: Show HN: AutoML Python Package for Tabular Data with Automatic Documentation | reddit.com/r/hypeurls | 2022-09-05 -
PyTorch-NLP
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SaaSHub
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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).
The latest post mention was on 2023-02-06.
Python neural-network related posts
- I train some models, but GPU usage is too low is that normal for learning a model in local?
- Developing the "Pygmalion Kobold Tavern" app
- Help checking for duplicate images with large number of images
- ManimML: Neural Network Animations with Python
- Perplexity.ai Prompt Leakage
- Visualizing a Convolutional Neural Network Architecture
- [Discussion] is attention an explanation?
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Index
What are some of the best open-source neural-network projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | spaCy | 25,158 |
| 2 | gensim | 13,934 |
| 3 | nni | 12,450 |
| 4 | TFLearn | 9,593 |
| 5 | ivy | 8,785 |
| 6 | ludwig | 8,744 |
| 7 | Kornia | 7,692 |
| 8 | TensorLayer | 7,133 |
| 9 | video2x | 6,115 |
| 10 | chainer | 5,765 |
| 11 | NeMo | 5,508 |
| 12 | bertviz | 4,822 |
| 13 | imagededup | 4,370 |
| 14 | ignite | 4,194 |
| 15 | pointnet | 4,039 |
| 16 | image-super-resolution | 4,010 |
| 17 | ALAE | 3,376 |
| 18 | Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials | 3,333 |
| 19 | igel | 3,024 |
| 20 | composer | 2,949 |
| 21 | neural_prophet | 2,777 |
| 22 | mljar-supervised | 2,439 |
| 23 | PyTorch-NLP | 2,147 |
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