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Top 23 Python Artificial intelligence Projects
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InfluxDB
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pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
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vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
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SaaSHub
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Ciphey
âš¡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes âš¡
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reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
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DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
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ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
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PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
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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
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Stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
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SaaSHub
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Project mention: How I discovered Named Entity Recognition while trying to remove gibberish from a string. | dev.to | 2024-05-06
Project mention: SB-1047 will stifle open-source AI and decrease safety | news.ycombinator.com | 2024-04-29It'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.
have you seen the https://openbb.co/ project? an open source Bloomberg Terminal project you may find interesting ;-)
Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08Check us out on GitHub.
Project mention: My kernel dies when I fit my LightFm model from Microsoft Recommenders | /r/Jupyter | 2023-06-16
Project mention: CyberChef from GCHQ: The Cyber Swiss Army Knife | news.ycombinator.com | 2024-02-01I 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"
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)
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).
Project mention: Google's StyleDrop can transfer style from a single image | /r/StableDiffusion | 2023-06-03If google doesnt, someone like lucidrains probably would implement it, just like he did for imagen and muse.
Project mention: Commits · lucidrains/denoising-diffusion-pytorch | /r/u_metareflection | 2023-05-24
pip install -U git+https://github.com/voxel51/fiftyone.git
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.
Project mention: Baichuan 7B reaches top of LLM leaderboard for it's size (New foundation model 4K tokens) | /r/LocalLLaMA | 2023-06-17GitHub: baichuan-inc/baichuan-7B: A large-scale 7B pretraining language model developed by BaiChuan-Inc. (github.com)
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
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An intuitive approach to building with LLMs
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HMT: Hierarchical Memory Transformer for Long Context Language Processing
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LangChain Go
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Show HN: Ellipsis – Automated PR reviews and bug fixes
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Setup REST-API service of AI by using Local LLMs with Ollama
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Where do you get your B2B news?
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Anomaly Detection with FiftyOne and Anomalib
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A note from our sponsor - InfluxDB
www.influxdata.com | 20 May 2024
Index
What are some of the best open-source Artificial intelligence projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | fairseq | 29,402 |
| 2 | spaCy | 28,887 |
| 3 | pytorch-lightning | 27,064 |
| 4 | OpenBBTerminal | 26,204 |
| 5 | MindsDB | 21,489 |
| 6 | vit-pytorch | 18,253 |
| 7 | recommenders | 18,119 |
| 8 | Ciphey | 17,136 |
| 9 | reinforcement-learning-an-introduction | 13,229 |
| 10 | DALLE2-pytorch | 10,860 |
| 11 | Kornia | 9,473 |
| 12 | ImageAI | 8,430 |
| 13 | nebuly | 8,363 |
| 14 | imagen-pytorch | 7,807 |
| 15 | PaLM-rlhf-pytorch | 7,609 |
| 16 | TensorLayer | 7,296 |
| 17 | Mage | 7,131 |
| 18 | denoising-diffusion-pytorch | 7,136 |
| 19 | Stanza | 7,064 |
| 20 | fiftyone | 6,781 |
| 21 | mycroft-core | 6,464 |
| 22 | autoscraper | 5,983 |
| 23 | Baichuan-7B | 5,646 |
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