Top 23 Python Artificial intelligence Projects
💫 Industrial-strength Natural Language Processing (NLP) in PythonProject mention: Resume Advice Thread - June 08, 2021 | reddit.com/r/cscareerquestions | 2021-06-08
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.Project mention: [P] An introduction to PyKale https://github.com/pykale/pykale, a PyTorch library that provides a unified pipeline-based API for knowledge-aware multimodal learning and transfer learning on graphs, images, texts, and videos to accelerate interdisciplinary research. Welcome feedback/contribution! | reddit.com/r/MachineLearning | 2021-04-25
If you want a good example for reference, take a look at Pytorch Lightning's readme (https://github.com/PyTorchLightning/pytorch-lightning) It answers the 3 questions of "what is this", "why should I care", and "how do i use it" almost instantly
Scout APM - Leading-edge performance monitoring starting at $39/month. 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.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.Project mention: HuBERT: Speech representations for recognition & generation (upgraded Wav2Vec by Facebook) | reddit.com/r/speechtech | 2021-06-16
Best Practices on Recommendation SystemsProject 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.
⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡Project mention: I wrote a tool that solves lame CTF Challenges by finding CTF Flags, IP Addresses, and more in pcap files, binaries or any text file | reddit.com/r/securityCTF | 2021-05-28
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.
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilitiesProject mention: Robot Systems: Software Stack Overview | dev.to | 2021-04-04
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!Project mention: I'm on a 64 bit win10 pc and want to make a tas for a unity game, that is what I have. How do I make a tas | reddit.com/r/TAS | 2021-05-27
i cant. is there any way https://github.com/SerpentAI/SerpentAI would work. the game is entirely mouse movements.
Official Stanford NLP Python Library for Many Human Languages
Mycroft Core, the Mycroft Artificial Intelligence platform.Project mention: Amazon plans to share your internet with your neighbors. This is how you opt out | reddit.com/r/technology | 2021-06-02
It's going to be a hard sell to my wife to get rid of the Echo, so it looks like it's time to figure out setting up Mycroft
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in PytorchProject mention: [R] Rotary Positional Embeddings - a new relative positional embedding for Transformers that significantly improves convergence (20-30%) and works for both regular and efficient attention | reddit.com/r/MachineLearning | 2021-04-21
I've attempted it here https://github.com/lucidrains/vit-pytorch/blob/main/vit_pytorch/rvt.py but those who have tried it haven't seen knock out results as 1d. Perhaps the axial lengths are too small to see a benefit
Predictive AI layer for existing databases.
A Smart, Automatic, Fast and Lightweight Web Scraper for PythonProject 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.
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/advadnounProject mention: 9 Command-Line Tools to Go to Infinity & Beyond | dev.to | 2021-04-30
2. Deep Daze
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in PytorchProject mention: (from the discord stream) I'm so hyped for this game. This generation is really good. | reddit.com/r/NovelAi | 2021-05-22
I am very excited, when AI Dungeon was released and seeing them filtering stuff, I thought that one day there will be an open source version of this without filters, the same goes for any future open sourced GPT-X. Now if we can get to train an open source DALL-E too and integrate it on NovelAI. Wouldn't that be even more awesome?
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)Project mention: Open source alternative to AWS Sagemaker, Google AI Platform, and Azure ML | reddit.com/r/CKsTechNews | 2021-03-28
a delightful machine learning tool that allows you to train, test, and use models without writing codeProject mention: Ask HN: How to find sponsors for my open source projects? | news.ycombinator.com | 2021-05-28
I think that most companies that sponsor projects are companies that are using the projects. IIUC https://github.com/nidhaloff/igel is your most popular project. Who is using it?
Don't expect the companies to pay. You can not force them to pay. It's a project with a MIT license. (Perhaps this is obvious for you, but a few days ago someone posted a rant by another developer because some companies were using his MIT-license project and only making a $500 annual money contribution.)
I think one possibility is to write blog post about examples of using the project to solve interesting problems. It's important that they are interesting to get traction here and in other platforms. At the bottom, add a remake explaining that you are the main developer of the project and you'd like sponsors. (I can't guaranty that this will work.)
Also, this helps as an extended documentation of the project and to get more traffic from google and to get more users. All of that can help to increase the user base and hopefully find an sponsor. (I can't guaranty that this will work.)
🔮 A refreshing functional take on deep learning, compatible with your favorite librariesProject mention: thinc - A refreshing functional take on deep learning, compatible with your favorite libraries | reddit.com/r/datascience | 2021-02-17
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue TeamsProject 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.
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.Project mention: Any beginner resources for RL in Robotics? | reddit.com/r/robotics | 2021-04-19
DeepMind's dm control: https://github.com/deepmind/dm_control
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglementProject mention: How to browse Facebook without logging in? | reddit.com/r/privacytoolsIO | 2021-06-18
Reformer, the efficient Transformer, in PytorchProject mention: [R]How to go about non-reproducible research? | reddit.com/r/MachineLearning | 2021-03-06
This is what I call great code : https://github.com/lucidrains/reformer-pytorch
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.Project mention: Hi Reddit! I'm Milena Pribic, Advisory Designer for AI and the global design representative for AI Ethics at IBM. Ask me anything about scaling ethical AI practices at a huge company! | reddit.com/r/IAmA | 2021-05-13
My advice is to remember that bias comes into the process intentionally and unintentionally! Tools like AI Fairness 360 can help you mitigate that from a development/technical perspective: https://aif360.mybluemix.net/
What are some of the best open-source Artificial intelligence projects in Python? This list will help you: