Python neural-network

Open-source Python projects categorized as neural-network

Top 23 Python neural-network Projects

  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Project mention: Tinygrad: Hacked 4090 driver to enable P2P | news.ycombinator.com | 2024-04-12

    fyi should work on most 40xx[1]

    [1] https://github.com/pytorch/pytorch/issues/119638#issuecommen...

  • 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):

  • 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.

  • gensim

    Topic Modelling for Humans

    Project mention: Aggregating news from different sources | /r/learnprogramming | 2023-07-08
  • ivy

    The Unified AI Framework

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

    See also https://github.com/unifyai/ivy which I have not tried but seems along the lines of what you are describing, working with all the major frameworks

  • nni

    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

  • ludwig

    Low-code framework for building custom LLMs, neural networks, and other AI models

    Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07

    This is a great project, little bit similar to https://github.com/ludwig-ai/ludwig, but it includes testing capabilities and ablation.

    questions regarding the LLM testing aspect: How extensive is the test coverage for LLM use cases, and what is the current state of this project area? Do you offer any guarantees, or is it considered an open-ended problem?

    Would love to see more progress toward this area!

  • TFLearn

    Deep learning library featuring a higher-level API for TensorFlow.

  • 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.

  • Kornia

    Geometric Computer Vision Library for Spatial AI

  • video2x

    A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.

    Project mention: Upscayl – Free and Open Source AI Image Upscaler | news.ycombinator.com | 2024-03-31
  • TensorLayer

    Deep Learning and Reinforcement Learning Library for Scientists and Engineers

  • bertviz

    BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

    Project mention: StreamingLLM: tiny tweak to KV LRU improves long conversations | news.ycombinator.com | 2024-02-13

    This seems only to work cause large GPTs have redundant, undercomplex attentions. See this issue in BertViz about attention in Llama: https://github.com/jessevig/bertviz/issues/128

  • 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

  • gluon-cv

    Gluon CV Toolkit

  • composer

    Supercharge Your Model Training (by mosaicml)

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

    😎 Finding duplicate images made easy!

    Project mention: Reverse Image Search Local Files? (NOT A DUPLICATE FINDER) | /r/software | 2023-05-22
  • pointnet

    PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

  • image-super-resolution

    🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

  • ignite

    High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. (by pytorch)

  • manga-image-translator

    Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/

    Project mention: [DISC] - The angel who came to pick me up is a Gal (Oneshot by Shiraishi Kouhei) | /r/manga | 2023-09-06

    OCR works pretty good. ocr.space, ocr.best and cotrans.touhou.ai/ are all pretty nice.

  • 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.

  • neural_prophet

    NeuralProphet: A simple forecasting package

    Project mention: Facebook Prophet: library for generating forecasts from any time series data | news.ycombinator.com | 2023-09-26
  • ALAE

    [CVPR2020] Adversarial Latent Autoencoders

  • igel

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

  • 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 2024-04-12.

Python neural-network related posts

Index

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

Project Stars
1 Pytorch 77,544
2 spaCy 28,660
3 gensim 15,193
4 ivy 14,016
5 nni 13,708
6 ludwig 10,753
7 TFLearn 9,606
8 Kornia 9,323
9 video2x 8,582
10 TensorLayer 7,275
11 bertviz 6,323
12 chainer 5,861
13 gluon-cv 5,751
14 composer 4,965
15 imagededup 4,936
16 pointnet 4,551
17 image-super-resolution 4,487
18 ignite 4,448
19 manga-image-translator 4,127
20 Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials 3,634
21 neural_prophet 3,621
22 ALAE 3,492
23 igel 3,080
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