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: Two Methods to Scan for PII in Data Warehouses | dev.to | 2021-11-29

    NLP libraries such as Stanford NER Detector and Spacy

  • 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

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo gensim

    Topic Modelling for Humans

    Project mention: Gensim: Topic Modelling for Humans | news.ycombinator.com | 2021-12-07
  • 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 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.

  • 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.

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • 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

    Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, 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: What’s an extremely useful website most people probably don’t know about? | reddit.com/r/AskReddit | 2021-11-19
  • 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 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 neural_prophet

    NeuralProphet: A simple forecasting package

    Project mention: 14 September 2021 - Daily Chat Thread | reddit.com/r/indonesia | 2021-09-14
  • 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

    Project mention: Right combination of tensorflow , Cuda, cudnn (?) and nvidia driver for gforce 2080 TI | reddit.com/r/Ubuntu | 2021-01-12
  • 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

    Deep learning library for solving differential equations and more

    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

  • GitHub repo wtte-rnn

    WTTE-RNN a framework for churn and time to event prediction

    Project mention: Predicting Hard Drive Failure with Machine Learning | news.ycombinator.com | 2021-01-27

    You should check out this time-to-event neural network [1].

    [1] https://github.com/ragulpr/wtte-rnn

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 2021-12-07.

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 21,870
2 PaddlePaddle 17,089
3 gensim 12,729
4 nni 10,630
5 TFLearn 9,569
6 seq2seq 5,434
7 imagededup 3,895
8 ignite 3,787
9 bertviz 3,387
10 image-super-resolution 3,263
11 ALAE 3,164
12 igel 2,952
13 PyTorch-NLP 1,997
14 mljar-supervised 1,694
15 neural_prophet 1,567
16 muzero-general 1,556
17 image-quality-assessment 1,469
18 addons 1,422
19 pycm 1,186
20 pytorch-pretrained-BigGAN 893
21 deepxde 750
22 Neupy 695
23 wtte-rnn 684
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