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Top 23 Python neural-network Projects
💫 Industrial-strength Natural Language Processing (NLP) in PythonProject 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.
Topic Modelling for HumansProject mention: Understanding How Dynamic node2vec Works on Streaming Data | dev.to | 2022-12-23
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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An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Deep learning library featuring a higher-level API for TensorFlow.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
The Unified Machine Learning FrameworkProject mention: CoreML Stable Diffusion | news.ycombinator.com | 2022-12-01
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.
Data-centric declarative deep learning framework
Open Source Differentiable Computer Vision LibraryProject 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
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Deep Learning and Reinforcement Learning Library for Scientists and EngineersProject mention: Introduction to ‘TensorLayer’: A Python-based Versatile Deep Learning Library Designed for Machine Learning Researchers | reddit.com/r/Python | 2022-02-20
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
A flexible framework of neural networks for deep learningProject mention: Protip: the upscaler matters a lot | reddit.com/r/StableDiffusion | 2023-01-13
Sorry maybe someone could chime in and help but I use chainer to upscale. https://github.com/chainer/chainer
NeMo: a toolkit for conversational AIProject mention: [D] What's stopping you from working on speech and voice? | reddit.com/r/MachineLearning | 2023-01-30
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)Project mention: Perplexity.ai Prompt Leakage | news.ycombinator.com | 2023-01-23
😎 Finding duplicate images made easy!Project mention: Help checking for duplicate images with large number of images | reddit.com/r/learnpython | 2023-01-29
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. (by pytorch)
PointNet: Deep Learning on Point Sets for 3D Classification and SegmentationProject 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.
🔎 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
[CVPR2020] Adversarial Latent Autoencoders
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.Project mention: Cool Github repositories for Everyone | dev.to | 2022-12-29
a delightful machine learning tool that allows you to train, test, and use models without writing code
Train neural networks up to 7x faster (by mosaicml)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.
NeuralProphet: A simple forecasting package
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic DocumentationProject mention: Show HN: AutoML Python Package for Tabular Data with Automatic Documentation | reddit.com/r/hypeurls | 2022-09-05
Basic Utilities for PyTorch Natural Language Processing (NLP)Project mention: Introduction to PyTorch | dev.to | 2022-05-02
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Python neural-network related posts
I train some models, but GPU usage is too low is that normal for learning a model in local?
1 project | reddit.com/r/deeplearning | 8 Feb 2023
Developing the "Pygmalion Kobold Tavern" app
7 projects | reddit.com/r/PygmalionAI | 28 Jan 2023
Help checking for duplicate images with large number of images
3 projects | reddit.com/r/learnpython | 29 Jan 2023
ManimML: Neural Network Animations with Python
2 projects | news.ycombinator.com | 28 Jan 2023
Perplexity.ai Prompt Leakage
1 project | news.ycombinator.com | 23 Jan 2023
Visualizing a Convolutional Neural Network Architecture
1 project | reddit.com/r/manim | 2 Jan 2023
[Discussion] is attention an explanation?
1 project | reddit.com/r/MachineLearning | 31 Dec 2022
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www.sonarsource.com | 9 Feb 2023
What are some of the best open-source neural-network projects in Python? This list will help you: