Python neural-networks

Open-source Python projects categorized as neural-networks

Top 23 Python neural-network Projects

  • Keras

    Deep Learning for humans

    Project mention: Keras 3.0 | news.ycombinator.com | 2023-11-28

    All breaking changes are listed here: https://github.com/keras-team/keras/issues/18467

    You can use this migration guide to identify and fix each of these issues (and further, making your code run on JAX or PyTorch): https://keras.io/guides/migrating_to_keras_3/

  • 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.

  • 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

    NeMo: a framework for generative AI

    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.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • 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

  • 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.

    Project mention: Shimmy 1.0: Gymnasium & PettingZoo bindings for popular external RL environments | /r/farama | 2023-04-25

    This includes single-agent Gymnasium wrappers for DM Control, DM Lab, Behavior Suite, Arcade Learning Environment, OpenAI Gym V21 & V26. Multi-agent PettingZoo wrappers support DM Control Soccer, OpenSpiel and Melting Pot. For more information, read the release notes here:

  • 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

  • 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.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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 2024-03-23.

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 60,854
2 faceswap 49,053
3 pytorch-tutorial 29,044
4 spaCy 28,617
5 fast-style-transfer 10,869
6 NeMo 9,951
7 Keras-GAN 9,105
8 petals 8,614
9 pyod 7,915
10 chainer 5,861
11 keras-rl 5,486
12 graph_nets 5,322
13 Augmentor 5,018
14 composer 4,965
15 gluonts 4,254
16 pytorch-forecasting 3,578
17 dm_control 3,520
18 hummingbird 3,296
19 igel 3,080
20 GAT 3,045
21 dm-haiku 2,797
22 BigGAN-PyTorch 2,796
23 NCRFpp 1,877
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