neural-networks

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

  • 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.

    InfluxDB logo

  • nn

    🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  • 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):

  • DeepSpeech

    DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

    • Project mention: Common Voice | news.ycombinator.com | 2023-12-05

  • Anime4K

    A High-Quality Real Time Upscaler for Anime Video

    • Project mention: AI Made These Movies Sharper. Critics Say It Ruined Them. | news.ycombinator.com | 2024-04-15

    I watch AI enhanced movies and/or shows every day when I use Anime4K, a real-time ML upscaler for anime https://github.com/bloc97/Anime4K

    If you give shit-tier blurry DVD messes, it turns them into nicer blurry messes.

    If you give it the usual bitrate starved streaming quality show, it looks almost as nice as a blueray.

    If you give it a blueray... It basically comes out looking exactly the same. I'll usually still add its "darken lines" filter since I'm a fan of strong linework.

  • 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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  • ml-agents

    The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

    • Project mention: How do I change the maximum number of steps for training | /r/MLAgents | 2023-12-07

  • Machine-Learning-Tutorials

    machine learning and deep learning tutorials, articles and other resources

  • onnxruntime

    ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

    • Project mention: Machine Learning with PHP | dev.to | 2024-04-22

    ONNX Runtime: ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

  • mit-deep-learning-book-pdf

    MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

    • Project mention: Deep Learning Course | news.ycombinator.com | 2023-11-19

  • 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.

  • 3D-Machine-Learning

    A resource repository for 3D machine learning

    • Project mention: 3d cartoon Model | /r/StableDiffusion | 2023-05-31

  • Keras-GAN

    Keras implementations of Generative Adversarial Networks.

  • 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

  • lab

    A customisable 3D platform for agent-based AI research

    • Project mention: Shimmy 1.0: Gymnasium & PettingZoo bindings for popular external RL environments | /r/reinforcementlearning | 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:

  • introtodeeplearning

    Lab Materials for MIT 6.S191: Introduction to Deep Learning

  • 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.

  • SaaSHub

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

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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).

neural-networks related posts

Index

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

Project Stars
1 Keras 60,902
2 faceswap 49,178
3 nn 47,503
4 pytorch-tutorial 29,093
5 spaCy 28,704
6 DeepSpeech 24,212
7 Anime4K 17,723
8 ml-agents 16,324
9 Machine-Learning-Tutorials 14,817
10 onnxruntime 12,656
11 mit-deep-learning-book-pdf 12,304
12 fast-style-transfer 10,864
13 NeMo 10,021
14 3D-Machine-Learning 9,323
15 Keras-GAN 9,105
16 petals 8,661
17 pyod 7,941
18 lab 7,002
19 introtodeeplearning 6,841
20 chainer 5,862
21 keras-rl 5,489
22 graph_nets 5,322
23 Augmentor 5,021

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