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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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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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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
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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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A note from our sponsor - Sonar
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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 | |
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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 |