Python Artificial intelligence

Open-source Python projects categorized as Artificial intelligence
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Topics: Deep Learning Machine Learning Python AI Pytorch
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Top 23 Python Artificial intelligence Projects

  • fairseq

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

    • Project mention: Sequence-to-Sequence Toolkit Written in Python | news.ycombinator.com | 2024-03-30

  • 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):

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  • pytorch-lightning

    Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

    • Project mention: SB-1047 will stifle open-source AI and decrease safety | news.ycombinator.com | 2024-04-29

    It's very easy to get started, right in your Terminal, no fees! No credit card at all.

    And there are cloud providers like https://replicate.com/ and https://lightning.ai/ that will let you use your LLM via an API key just like you did with OpenAI if you need that.

    You don't need OpenAI - nobody does.

  • OpenBBTerminal

    Investment Research for Everyone, Everywhere.

    • Project mention: Open-Sourcing High-Frequency Trading and Market-Making Backtesting Tool | /r/Python | 2023-12-06

    You might want to suggest this as an extension to the OpenBB project - I imagine that could be of interest to them if there isn’t something like it built in already :-)

  • MindsDB

    The platform for customizing AI from enterprise data

    • Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08

    Check us out on GitHub.

  • 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: Is it easier to go from Pytorch to TF and Keras than the other way around? | /r/pytorch | 2023-05-13

    I also need to learn Pyspark so right now I am going to download the Fashion Mnist dataset, use Pyspark to downsize each image and put the into separate folders according to their labels (just to show employers I can do some basic ETL with Pyspark, not sure how I am going to load for training in Pytorch yet though). Then I am going to write the simplest Le Net to try to categorize the fashion MNIST dataset (results will most likely be bad but it's okay). Next, try to learn transfer learning in Pytorch for both CNN or maybe skip ahead to ViT. Ideally at this point I want to study the Attention mechanism a bit more and try to implement Simple Vit which I saw here: https://github.com/lucidrains/vit-pytorch/blob/main/vit_pytorch/simple_vit.py

  • recommenders

    Best Practices on Recommendation Systems

    • Project mention: My kernel dies when I fit my LightFm model from Microsoft Recommenders | /r/Jupyter | 2023-06-16

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • Ciphey

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

    • Project mention: CyberChef from GCHQ: The Cyber Swiss Army Knife | news.ycombinator.com | 2024-02-01

    I also discovered Ciphey. Neat little tool indeed, but it's being deprecated. It's mentioned in this issue[1] and being replaced with Ares[2]. Neither could decipher this strange encryption[3] I used it on :(

    [1] https://github.com/Ciphey/Ciphey/issues/764

    [2] https://github.com/bee-san/Ares

    [3] "dEFLWWFKQWxRQW16RnkvbTZML0lsdz09" original text is "hacker"

  • reinforcement-learning-an-introduction

    Python Implementation of Reinforcement Learning: An Introduction

  • DALLE2-pytorch

    Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

    • Project mention: One year ago I got access to closed beta DALL-E 2. | /r/singularity | 2023-05-25

    I was showing people Dalle2 last year and telling them how much of an impact an open source solution was going to have on, well, everything to do with art and design. (At the time Stable Diffusion had not released, not even the leak, and all hopes was on https://github.com/lucidrains/DALLE2-pytorch)

  • Kornia

    Geometric Computer Vision Library for Spatial AI

  • ImageAI

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

    • Project mention: Photo gallery frontend with encryption and search | /r/selfhosted | 2023-11-27

    Hi. I want to implement an image server similar to Photoprism using ImageAI to tag images based on objects and context. However I don't want to spend to much time working on the frontend, at first I were thinking about using Danbooru and use Flexbooru or the web interface on my phone. But it doesn't have any encryption or password protection (since the purpose of it is to be used as a public image board).

  • nebuly

    The user analytics platform for LLMs

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

  • imagen-pytorch

    Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

    • Project mention: Google's StyleDrop can transfer style from a single image | /r/StableDiffusion | 2023-06-03

    If google doesnt, someone like lucidrains probably would implement it, just like he did for imagen and muse.

  • PaLM-rlhf-pytorch

    Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

    • Project mention: How should I get an in-depth mathematical understanding of generative AI? | /r/datascience | 2023-05-18

    ChatGPT isn't open sourced so we don't know what the actual implementation is. I think you can read Open Assistant's source code for application design. If that is too much, try Open Chat Toolkit's source code for developer tools . If you need very bare implementation, you should go for lucidrains/PaLM-rlhf-pytorch.

  • TensorLayer

    Deep Learning and Reinforcement Learning Library for Scientists and Engineers

  • Stanza

    Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

    • Project mention: Down and Out in the Magic Kingdom | news.ycombinator.com | 2023-07-23

  • Mage

    🧙 The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai

    • Project mention: FLaNK AI-April 22, 2024 | dev.to | 2024-04-22

  • denoising-diffusion-pytorch

    Implementation of Denoising Diffusion Probabilistic Model in Pytorch

    • Project mention: Commits · lucidrains/denoising-diffusion-pytorch | /r/u_metareflection | 2023-05-24

  • fiftyone

    The open-source tool for building high-quality datasets and computer vision models

    • Project mention: May 8, 2024 AI, Machine Learning and Computer Vision Meetup | dev.to | 2024-05-01

    In this brief walkthrough, I will illustrate how to leverage open-source FiftyOne and Anomalib to build deployment-ready anomaly detection models. First, we will load and visualize the MVTec AD dataset in the FiftyOne App. Next, we will use Albumentations to test out augmentation techniques. We will then train an anomaly detection model with Anomalib and evaluate the model with FiftyOne.

  • mycroft-core

    Mycroft Core, the Mycroft Artificial Intelligence platform.

    • Project mention: Rabbit R1, Designed by Teenage Engineering | news.ycombinator.com | 2024-01-09

    It's indeed suspicious. You're sending your voice samples, your various services accounts, your location and more private data to some proprietary black box in some public cloud. Sorry, but this is a privacy nightmare. It should be open source and self-hosted like Mycroft (https://mycroft.ai) or Leon (https://getleon.ai) to be trustworthy.

  • autoscraper

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

  • Baichuan-7B

    A large-scale 7B pretraining language model developed by BaiChuan-Inc.

    • Project mention: Baichuan 7B reaches top of LLM leaderboard for it's size (New foundation model 4K tokens) | /r/LocalLLaMA | 2023-06-17

    GitHub: baichuan-inc/baichuan-7B: A large-scale 7B pretraining language model developed by BaiChuan-Inc. (github.com)

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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).

Python Artificial intelligence related posts

  • Create an AI prototyping environment using Jupyter Lab IDE with Typescript, LangChain.js and Ollama for rapid AI prototyping

    4 projects | dev.to | 2 May 2024

  • May 8, 2024 AI, Machine Learning and Computer Vision Meetup

    2 projects | dev.to | 1 May 2024

  • Cold-(Brew) Outreach: Landing my first big client at a coffee shop

    1 project | news.ycombinator.com | 30 Apr 2024

  • SB-1047 will stifle open-source AI and decrease safety

    2 projects | news.ycombinator.com | 29 Apr 2024

  • Ollama v0.1.33 with Llama 3, Phi 3, and Qwen 110B

    11 projects | news.ycombinator.com | 28 Apr 2024

  • What can LLMs never do?

    4 projects | news.ycombinator.com | 27 Apr 2024

  • Voxel51 Is Hiring AI Researchers and Scientists — What the New Open Science Positions Mean

    1 project | dev.to | 26 Apr 2024
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    www.influxdata.com | 4 May 2024
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Index

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

Project Stars
1 fairseq 29,262
2 spaCy 28,751
3 pytorch-lightning 26,952
4 OpenBBTerminal 26,121
5 MindsDB 21,312
6 vit-pytorch 18,006
7 recommenders 17,980
8 Ciphey 17,053
9 reinforcement-learning-an-introduction 13,187
10 DALLE2-pytorch 10,826
11 Kornia 9,395
12 ImageAI 8,404
13 nebuly 8,363
14 imagen-pytorch 7,787
15 PaLM-rlhf-pytorch 7,593
16 TensorLayer 7,275
17 Stanza 7,053
18 Mage 7,050
19 denoising-diffusion-pytorch 7,032
20 fiftyone 6,712
21 mycroft-core 6,456
22 autoscraper 5,943
23 Baichuan-7B 5,636

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