Python neural-networks

Open-source Python projects categorized as neural-networks
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Topics: Deep Learning Machine Learning Pytorch Python Artificial intelligence
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Top 23 Python neural-network Projects

  • Keras

    Deep Learning for humans

    • Project mention: My Favorite DevTools to Build AI/ML Applications! | dev.to | 2024-04-23

    As a beginner, I was looking for something simple and flexible for developing deep learning models and that is when I found Keras. Many AI/ML professionals appreciate Keras for its simplicity and efficiency in prototyping and developing deep learning models, making it a preferred choice, especially for beginners and for projects requiring rapid development.

  • faceswap

    Deepfakes Software For All

    • Project mention: faceswap VS facefusion - a user suggested alternative | libhunt.com/r/faceswap | 2024-01-30

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

  • spaCy

    💫 Industrial-strength Natural Language Processing (NLP) in Python

    • Project mention: Step by step guide to create customized chatbot by using spaCy (Python NLP library) | dev.to | 2024-03-23

    Hi Community, In this article, I will demonstrate below steps to create your own chatbot by using spaCy (spaCy is an open-source software library for advanced natural language processing, written in the programming languages Python and Cython):

  • fast-style-transfer

    TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

  • NeMo

    A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

    • Project mention: [P] Making a TTS voice, HK-47 from Kotor using Tortoise (Ideally WaveRNN) | /r/MachineLearning | 2023-07-06

    I don't test WaveRNN but from the ones that I know the best that is open source is FastPitch. And it's easy to use, here is the tutorial for voice cloning.

  • Keras-GAN

    Keras implementations of Generative Adversarial Networks.

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  • petals

    🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

    • Project mention: Mistral Large | news.ycombinator.com | 2024-02-26

    So how long until we can do an open source Mistral Large?

    We could make a start on Petals or some other open source distributed training network cluster possibly?

    [0] https://petals.dev/

  • pyod

    A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

    • Project mention: A Comprehensive Guide for Building Rag-Based LLM Applications | news.ycombinator.com | 2023-09-13

    This is a feature in many commercial products already, as well as open source libraries like PyOD. https://github.com/yzhao062/pyod

  • chainer

    A flexible framework of neural networks for deep learning

    • Project mention: ChaiNNer – Node/Graph based image processing and AI upscaling GUI | news.ycombinator.com | 2023-07-19

    There is already an AI framework named Chainer: https://github.com/chainer/chainer

  • keras-rl

    Deep Reinforcement Learning for Keras.

  • graph_nets

    Build Graph Nets in Tensorflow

  • Augmentor

    Image augmentation library in Python for machine learning.

  • composer

    Supercharge Your Model Training (by mosaicml)

    • Project mention: Composer – A PyTorch Library for Efficient Neural Network Training | news.ycombinator.com | 2023-08-18

  • gluonts

    Probabilistic time series modeling in Python

    • Project mention: Show HN: Auto Wiki v2 – Turn your codebase into a Wiki now with diagrams | news.ycombinator.com | 2024-04-23

    https://github.com/awslabs/gluonts is a great candidate for a sample wiki. It is an OSS lib, not great documentation, very hard to RTFM (unlike, say, sklearn which already has a great wiki), doubtful that awslabs would pay to produce.

  • pytorch-forecasting

    Time series forecasting with PyTorch

    • Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14

  • dm_control

    Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

  • hummingbird

    Hummingbird compiles trained ML models into tensor computation for faster inference.

    • Project mention: Treebomination: Convert a scikit-learn decision tree into a Keras model | news.ycombinator.com | 2023-06-11

  • igel

    a delightful machine learning tool that allows you to train, test, and use models without writing code

  • GAT

    Graph Attention Networks (https://arxiv.org/abs/1710.10903)

  • dm-haiku

    JAX-based neural network library

    • Project mention: Maxtext: A simple, performant and scalable Jax LLM | news.ycombinator.com | 2024-04-23

    Is t5x an encoder/decoder architecture?

    Some more general options.

    The Flax ecosystem

    https://github.com/google/flax?tab=readme-ov-file

    or dm-haiku

    https://github.com/google-deepmind/dm-haiku

    were some of the best developed communities in the Jax AI field

    Perhaps the “trax” repo? https://github.com/google/trax

    Some HF examples https://github.com/huggingface/transformers/tree/main/exampl...

    Sadly it seems much of the work is proprietary these days, but one example could be Grok-1, if you customize the details. https://github.com/xai-org/grok-1/blob/main/run.py

  • BigGAN-PyTorch

    The author's officially unofficial PyTorch BigGAN implementation.

    • Project mention: [D] Pre-trained weights for GANs online? | /r/MachineLearning | 2023-05-18

    The second link gives you the entire source code for training the model https://github.com/ajbrock/BigGAN-PyTorch/tree/master . Looks like BigGAN.py and BigGANdeep.py are the two files that define the architecture. Can you work with that?

  • NCRFpp

    NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

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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).

Python neural-networks related posts

Index

What are some of the best open-source neural-network projects in Python? This list will help you:

Project Stars
1 Keras 60,937
2 faceswap 49,178
3 pytorch-tutorial 29,093
4 spaCy 28,704
5 fast-style-transfer 10,864
6 NeMo 10,021
7 Keras-GAN 9,105
8 petals 8,661
9 pyod 7,941
10 chainer 5,862
11 keras-rl 5,489
12 graph_nets 5,322
13 Augmentor 5,023
14 composer 4,991
15 gluonts 4,277
16 pytorch-forecasting 3,590
17 dm_control 3,540
18 hummingbird 3,302
19 igel 3,080
20 GAT 3,045
21 dm-haiku 2,806
22 BigGAN-PyTorch 2,803
23 NCRFpp 1,877

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