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: Releasing The Force Of Machine Learning: A Novice’s Guide 😃 | dev.to | 2024-02-22

    PyTorch: An open-source deep learning framework that facilitates dynamic computational graphs, making it flexible and efficient for research and production.

  • spaCy

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

    Project mention: Best AI SEO Tools for NLP Content Optimization | /r/aitoolsnews | 2023-12-09

    SpaCy: An open-source library providing tools for advanced NLP tasks like tokenization, entity recognition, and part-of-speech tagging.

  • Onboard AI

    ChatGPT with full context of any GitHub repo. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at app.getonboardai.com.

  • 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.

    Project mention: Filter Pruning for PyTorch | /r/deeplearning | 2023-04-13
  • ludwig

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

  • 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.

  • 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.

  • Kornia

    Geometric Computer Vision Library for Spatial AI

  • nebuly

    The user analytics platform for LLMs

    Project mention: Nebuly – The LLM Analytics Platform | news.ycombinator.com | 2023-10-07
  • video2x

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

    Project mention: So what is the best upscale? | /r/DeepSpaceNine | 2023-12-11
  • 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

    Project mention: FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ? | /r/selfhosted | 2023-03-30

    https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow

  • imagededup

    😎 Finding duplicate images made easy!

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

    Supercharge Your Model Training (by mosaicml)

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

  • 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

  • WorkOS

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

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 2024-02-22.

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 75,519
2 spaCy 28,280
3 gensim 15,010
4 ivy 13,953
5 nni 13,598
6 ludwig 10,551
7 TFLearn 9,602
8 NeMo 9,289
9 Kornia 9,114
10 nebuly 8,343
11 video2x 8,338
12 TensorLayer 7,275
13 bertviz 6,171
14 chainer 5,846
15 gluon-cv 5,698
16 imagededup 4,875
17 composer 4,835
18 pointnet 4,473
19 image-super-resolution 4,426
20 ignite 4,422
21 Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials 3,599
22 neural_prophet 3,558
23 ALAE 3,492
The modern API for authentication & user identity.
The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
workos.com