Python Artificial intelligence

Open-source Python projects categorized as Artificial intelligence | Edit details

Top 23 Python Artificial intelligence Projects

  • GitHub repo spaCy

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

    Project mention: We created a step-by-step guide about how spaCy v3's configuration and project systems can help you enhance your Natural Language Processing workflows! | reddit.com/r/Python | 2021-11-17

    spaCy on GitHub https://github.com/explosion/spaCy

  • GitHub repo pytorch-lightning

    The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

    Project mention: [D] Colab TPU low performance | reddit.com/r/MachineLearning | 2021-11-18

    I wanted to make a quick performance comparison between the GPU (Tesla K80) and TPU (v2-8) available in Google Colab with PyTorch. To do so quickly, I used an MNIST example from pytorch-lightning that trains a simple CNN.

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo fairseq

    Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

    Project mention: Meta/Facebook AI Releases XLS-R: A Self-Supervised Multilingual Model Trained On 128 Languages For A Variety Of Speech Tasks | reddit.com/r/ArtificialInteligence | 2021-11-22

    Github: https://github.com/pytorch/fairseq/tree/main/examples/wav2vec/xlsr

  • GitHub repo recommenders

    Best Practices on Recommendation Systems

    Project mention: Opinion on choice of model - Recommender System | reddit.com/r/datascience | 2021-04-10

    Then I tried to find some more advanced models and I found this really good list and in there I found the Microsoft one. So it's' where we are now, which a bunch of different models and not a documentation/tutorials out there.

  • GitHub repo Ciphey

    ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡

    Project mention: Tips for Making a Popular Open-Source Project in 2021 [Ultimate Guide] | news.ycombinator.com | 2021-11-12
  • GitHub repo vit-pytorch

    Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

    Project mention: [D] Surprisingly Simple SOTA Self-Supervised Pretraining - Masked Autoencoders Are Scalable Vision Learners by Kaiming He et al. explained (5-minute summary by Casual GAN Papers) | reddit.com/r/MachineLearning | 2021-11-17

    nah, it is really simple. here is the code https://github.com/lucidrains/vit-pytorch/blob/main/vit_pytorch/mae.py

  • GitHub repo ImageAI

    A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

    Project mention: Sort Image Files | reddit.com/r/learnpython | 2021-08-26
  • 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 NuPIC

    Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

  • GitHub repo Serpent.AI

    Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

    Project mention: A bot is livestreaming. Clearly Blizzard doesn't care. | reddit.com/r/Diablo | 2021-10-25

    You don't need a whole team nowadays. Amazon has services that let you train your own neural nets with a little bit of knowledge. Then there are tools like SerpentAI that let your AI interface with games (don't know if it works with Blizzard games, but it works with Steam).

  • GitHub repo Stanza

    Official Stanford NLP Python Library for Many Human Languages

    Project mention: Spacy vs NLTK for Spanish Language Statistical Tasks | reddit.com/r/LanguageTechnology | 2021-11-12
  • GitHub repo mycroft-core

    Mycroft Core, the Mycroft Artificial Intelligence platform.

    Project mention: Privacy-friendly voice assistant? | reddit.com/r/homeautomation | 2021-11-18
  • GitHub repo RobustVideoMatting

    Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

    Project mention: [D] AI Background Removal: a quick comparison between RVM & BGMv2 | reddit.com/r/MachineLearning | 2021-10-10

    GitHub

  • GitHub repo MindsDB

    Predictive AI layer for existing databases.

    Project mention: Launch HN: MindsDB (YC W20) – Machine Learning Inside Your Database | news.ycombinator.com | 2021-02-19

    Here's an issue that enumerates all pending tasks for a first iteration of this feature: https://github.com/mindsdb/mindsdb/issues/1116

  • GitHub repo autoscraper

    A Smart, Automatic, Fast and Lightweight Web Scraper for Python

    Project mention: Turn Any Website Into An API with AutoScraper and FastAPI | dev.to | 2021-04-24

    In this article, we will learn how to create a simple e-commerce search API with multiple platform support: eBay and Amazon. AutoScraper and FastAPi provide the ability to create a powerful JSON API for the date. With Playwright's help, we'll extend our scraper and avoid blocking by using ScrapingAnt's web scraping API.

  • GitHub repo deep-daze

    Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

    Project mention: Told an AI to generate Linux. Looks about right | reddit.com/r/linuxmasterrace | 2021-10-21

    In case you have some damn good gamer-level GPU, you can try this FOSS alternative locally instead: https://github.com/lucidrains/deep-daze

  • GitHub repo DALLE-pytorch

    Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

    Project mention: Still waiting for dall-e | reddit.com/r/OpenAI | 2021-10-27
  • 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 polyaxon

    Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

    Project mention: [D] Productionalizing machine learning pipelines for small teams | reddit.com/r/MachineLearning | 2021-08-08

    For running experiments, http://polyaxon.com/ is a really good free open-source package that has lots of nice integrations so you can quickly run experiments in k8s but it might be overkill in some cases.

  • GitHub repo stylegan2-pytorch

    Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

    Project mention: I reported him third time (tbh I never got banned from any subreddit or by any redditor, and now I feel bad) | reddit.com/r/DesiMeta | 2021-11-28

    These are bot accounts mate. Someone is making new Reddit accounts and have automated sending these dms. The profile pic looks like it has been taken from https://thispersondoesnotexist.com

  • GitHub repo adversarial-robustness-toolbox

    Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

    Project mention: [D] Testing a model's robustness to adversarial attacks | reddit.com/r/MachineLearning | 2021-01-30

    Depending on what attacks you want I've found both https://github.com/cleverhans-lab/cleverhans and https://github.com/Trusted-AI/adversarial-robustness-toolbox to be useful.

  • GitHub repo dm_control

    DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

    Project mention: How to use MuJoCo from Python3 | reddit.com/r/reinforcementlearning | 2021-10-18
  • GitHub repo thinc

    🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

    Project mention: good examples of functional-like python code that one can study? | reddit.com/r/functionalprogramming | 2021-06-29

    thinc - defining neural nets in functional way jax, a new deep learning framework puts emphasis on functions rather than tensors, I've tested it for a couple of applications and it's really cool, you can write stuff like you'd write math expressions in papers using numpy. That speeds up development significantly, and makes code much more readable

  • GitHub repo NCRFpp

    NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

    Project mention: Speech and Language Processing (3rd ed. draft) | news.ycombinator.com | 2021-10-17

    They still talk about Hidden Markov Models (HMMs) in quite a bit of detail in the sequence labelling chapter, but you are quite right, Conditional Random Fields (CRFs) and especially neural network based CRFs are in the top rankings when it comes to named entity recognition (NER) and part-of-speech tagging (POS), e.g. see https://github.com/jiesutd/NCRFpp.

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 2021-11-28.

Python Artificial intelligence related posts

Index

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

Project Stars
1 spaCy 21,827
2 pytorch-lightning 16,326
3 fairseq 14,650
4 recommenders 11,705
5 Ciphey 8,988
6 vit-pytorch 6,731
7 ImageAI 6,681
8 NuPIC 6,288
9 Serpent.AI 6,052
10 Stanza 5,831
11 mycroft-core 5,456
12 RobustVideoMatting 4,521
13 MindsDB 4,096
14 autoscraper 4,045
15 deep-daze 3,909
16 DALLE-pytorch 3,584
17 igel 2,951
18 polyaxon 2,950
19 stylegan2-pytorch 2,605
20 adversarial-robustness-toolbox 2,589
21 dm_control 2,549
22 thinc 2,406
23 NCRFpp 1,754
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