Python neural-network

Open-source Python projects categorized as neural-network | Edit details

Top 23 Python neural-network Projects

  • GitHub repo spaCy

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

    Project mention: Topic modelling with Gensim and SpaCy on startup news | dev.to | 2022-01-17

    SpaCy is one of the most popular NLP libraries, and is very fast and flexible.

  • GitHub repo PaddlePaddle

    PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

    Project mention: I have issue with only __habs for half datatype? Please help! | reddit.com/r/CUDA | 2021-06-15
  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo gensim

    Topic Modelling for Humans

    Project mention: Topic modelling with Gensim and SpaCy on startup news | dev.to | 2022-01-17

    For the topic modelling itself, I am going to use Gensim library by Radim Rehurek, which is very developer friendly and easy to use.

  • GitHub repo 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: Automated Machine Learning (AutoML) - 9 Different Ways with Microsoft AI | dev.to | 2021-10-04

    For a complete tutorial, navigate to this Jupyter Notebook: https://github.com/microsoft/nni/blob/master/examples/notebooks/tabular_data_classification_in_AML.ipynb

  • GitHub repo TFLearn

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

    Project mention: Base ball | dev.to | 2021-03-20

    Both the teams in a game are given their individual ID values and are made into vectors. Relevant data like the home and away team, home runs, RBI’s, and walk’s are all taken into account and passed through layers. There’s no need to reinvent the wheel here, there's a multitude of libraries that enable a coder to implement machine learning theories efficiently. In this case we will be using a library called TFlearn, documentation available from http://tflearn.org. The program will output the home and away teams as well as their respective score predictions.

  • GitHub repo Kornia

    Open Source Differentiable Computer Vision Library

    Project mention: Preprocessing for NN on GPU | reddit.com/r/computervision | 2021-10-04
  • GitHub repo seq2seq

    A general-purpose encoder-decoder framework for Tensorflow

    Project mention: Tegin huvitava avastuse. Google translate tõlkides automaatselt määrab meie ilma soota asesõnad inglise keeles sooliseks olenevalt sellest, mis ametinimetust lauses kasutad. | reddit.com/r/Eesti | 2021-02-05

    Treenimiseks antakse masinale (https://github.com/google/seq2seq) väga palju tõlkepaare sisse, kui need tõlkepaarid ongi tänapäevasest stereotüüpsest maailmast siis väga midagi sinna parata ei saa. Keegi teadlikult vähemalt seda masinat stereotüüpseks ei teinud.

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • GitHub repo imagededup

    😎 Finding duplicate images made easy!

    Project mention: How to remove duplicate images from your dataset (Also CIFAR-100 has issues) | reddit.com/r/computervision | 2021-02-01

    I had used phash to find the duplicate images. The hashing algorithm is ingenious...And it was able to find duplicates (and thus remove) efficiently imagededub has perceptual hashing.

  • GitHub repo ignite

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

    Project mention: Introducing PyTorch-Ignite's Code Generator v0.2.0 | dev.to | 2021-08-31

    Along with the PyTorch-Ignite 0.4.5 release, we are excited to announce the new release of the web application for generating PyTorch-Ignite's training pipelines. This blog post is an overview of the key features and updates of the Code Generator v0.2.0 project release.

  • GitHub repo bertviz

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

    Project mention: Reducing dimensionality in Bag of Words. Is grouping words using Word2Vec a known practice? | reddit.com/r/LanguageTechnology | 2021-09-07

    bertviz

  • GitHub repo image-super-resolution

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

    Project mention: [P] Tutorial on using image super-resolution without Photoshop | reddit.com/r/learnmachinelearning | 2021-12-11
  • GitHub repo ALAE

    [CVPR2020] Adversarial Latent Autoencoders

    Project mention: [D] How do I make a model which takes a bedroom image as input give an output of different design of bedroom related to input image? | reddit.com/r/MachineLearning | 2021-03-27

    source link: https://github.com/podgorskiy/ALAE

  • GitHub repo igel

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

    Project mention: Train/fit, test, and use models without writing code | reddit.com/r/ArtificialInteligence | 2021-06-29

    Link to the repo: https://github.com/nidhaloff/igel

  • GitHub repo PyTorch-NLP

    Basic Utilities for PyTorch Natural Language Processing (NLP)

  • GitHub repo neural_prophet

    NeuralProphet: A simple forecasting package

    Project mention: Time series analysis of Bitcoin price in Python with fbprophet ?! | dev.to | 2021-12-22
  • GitHub repo mljar-supervised

    Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

    Project mention: I'm Looking to Help Contribute, I am very confident with my skills | reddit.com/r/Python | 2021-12-02

    Automated Machine Learning (AutoML) Python package https://github.com/mljar/mljar-supervised You can check list of open issues. Or I can recommend some just tell me your preferences (Im the main contributor)

  • GitHub repo muzero-general

    MuZero

    Project mention: MuZero unable to solve non-slippery FrozenLake environment? | reddit.com/r/reinforcementlearning | 2021-08-09

    I have used this implementation from MuZero: https://github.com/werner-duvaud/muzero-general

  • GitHub repo image-quality-assessment

    Convolutional Neural Networks to predict the aesthetic and technical quality of images.

    Project mention: Extracting Images from Video | reddit.com/r/computervision | 2021-03-11
  • GitHub repo addons

    Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

  • GitHub repo pycm

    Multi-class confusion matrix library in Python

    Project mention: [P] PyCM 3.3 released: Comparison of Classifiers Based on Confusion Matrix | reddit.com/r/MachineLearning | 2021-10-27
  • GitHub repo pytorch-pretrained-BigGAN

    🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

    Project mention: GAN based images | reddit.com/r/MediaSynthesis | 2021-11-13
  • GitHub repo deepxde

    A library for scientific machine learning

    Project mention: Physics-Informed ML Simulator for Wildfire Propagation (Video) | reddit.com/r/Julia | 2021-02-15
  • GitHub repo Neupy

    NeuPy is a Tensorflow based python library for prototyping and building neural networks

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 2022-01-17.

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 spaCy 22,251
2 PaddlePaddle 17,494
3 gensim 12,834
4 nni 10,884
5 TFLearn 9,576
6 Kornia 5,747
7 seq2seq 5,455
8 imagededup 3,937
9 ignite 3,828
10 bertviz 3,518
11 image-super-resolution 3,368
12 ALAE 3,201
13 igel 2,963
14 PyTorch-NLP 2,007
15 neural_prophet 2,006
16 mljar-supervised 1,747
17 muzero-general 1,631
18 image-quality-assessment 1,499
19 addons 1,437
20 pycm 1,200
21 pytorch-pretrained-BigGAN 902
22 deepxde 825
23 Neupy 701
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