AI For Beginners

Different approaches to Artificial Intelligence, including the "good old" symbolic approach with Knowledge Representation and reasoning (GOFAI).
Neural Networks and Deep Learning, which are at the core of modern AI. We will illustrate the concepts behind these important topics using code in two of the most popular frameworks - TensorFlow and PyTorch.
Neural Architectures for working with images and text. We will cover recent models but may lack a little bit on the state-of-the-art.
Less popular AI approaches, such as Genetic Algorithms and Multi-Agent Systems.

Creator: Microsoft
Stars: ⭐️ 11.8k
Forked by: 1.9k
GitHub repo: https://github.com/microsoft/AI-For-Beginners

#AI #Artificial_Intelligence
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FlagAI (Fast LArge-scale General AI models)

FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model. Our goal is to support training, fine-tuning, and deployment of large-scale models on various downstream tasks with multi-modality. FlagAI provides an API that allows you to quickly download pre-trained models and fine-tune them on a wide range of datasets collected from SuperGLUE and CLUE benchmarks for both Chinese and English text.
FlagAI now supports over 30 mainstream models, including Language Model Aquila, multilingual text and image representation model AltCLIP, text-to-image generation model AltDiffusion Huggingface space, WuDao GLM (with a maximum of 10 billion parameters), EVA-CLIP, OPT, BERT, RoBERTa, GPT2, T5, ALM, and models from Huggingface Transformers, etc.

Creator: FlagAI
Stars: ⭐️ 2.9k
Forked by: 414
GitHub repo: https://github.com/FlagAI-Open/FlagAI

#FlagAI #Artificial_Intelligence
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The Virtual DOM Replacement for React

Million is an extremely fast and lightweight (<4kb) virtual DOM that makes React components up to 70% faster.
Oh man... Another /virtual dom|javanoscript/gi framework? I'm fine with React already, why do I need this?

Million works with React. Million makes creating web apps just as easy (It's just wrapping a React component!), but with faster rendering and loading speeds. By using a fine-tuned, optimized virtual DOM, Million.js reduces the overhead of React (try it out here)
Million.js is a library that enables you to create blocks. A block is a special Higher Order Components (HOCs) that can be used as a React component but are hyper-optimized for rendering speed.

Creator: Aiden Bai
Stars: ⭐️ 10.1k
Forked by: 286
GitHub repo: https://github.com/aidenybai/million

#million #react #million_js
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Public APIs

A collective list of free APIs

Creator: public-apis
Stars: ⭐️ 244k
Forked by: 27.8k
GitHub repo: https://github.com/public-apis/public-apis

#public #apis
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Audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
Audiocraft provides the code and models for MusicGen, a simple and controllable model for music generation. MusicGen is a single stage auto-regressive Transformer model trained over a 32kHz EnCodec tokenizer with 4 codebooks sampled at 50 Hz. Unlike existing methods like MusicLM, MusicGen doesn't require a self-supervised semantic representation, and it generates all 4 codebooks in one pass. By introducing a small delay between the codebooks, we show we can predict them in parallel, thus having only 50 auto-regressive steps per second of audio.

Creator: Meta Research
Stars: ⭐️ 6.5k
Forked by: 561
GitHub repo: https://github.com/facebookresearch/audiocraft

#Audio #craft #audiocraft
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AI Tutor

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
Unlock the potential of GPT-4 with Mr. Ranedeer AI Tutor, a customizable prompt that delivers personalized learning experiences for users with diverse needs and interests.

Creator: Jush
Stars: ⭐️ 13.9k
Forked by: 1.3k
GitHub repo: https://github.com/JushBJJ/Mr.-Ranedeer-AI-Tutor

#AI #GPT_4 #Tutor
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background removal js

Remove backgrounds from images directly in the browser environment with ease and no additional costs or privacy concerns. Explore an interactive demo.

Creator: Imgly
Stars: ⭐️ 2k
Forked by: 95
GitHub repo: https://github.com/imgly/background-removal-js

#image #background #remover #js
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tinygrad

You like pytorch? You like micrograd? You love tinygrad! This may not be the best deep learning framework, but it is a deep learning framework.

Due to its extreme simplicity, it aims to be the easiest framework to add new accelerators to, with support for both inference and training. If XLA is CISC, tinygrad is RISC.

tinygrad is still alpha software, but we raised some money to make it good. Someday, we will tape out chips.

Creator: tinygrad
Stars: ⭐️ 16.7k
Forked by: 2k
GitHub repo: https://github.com/geohot/tinygrad

#tinygrad #deep #learning
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Apollo-Custom Api Credentials

Tweak to use your own reddit API credentials in Apollo
sign out of all accounts in Apollo before installing
Install the tweak and launch Apollo.
When prompted, sign into reddit.com.
After signing in, you'll be redirected to your account's "developer apps" page.
A new developer app needs to be created. The tweak will autopopulate all fields with the correct information.
Complete the Captcha and click create app.
Once the app has been created, you will land on the Apollo Home feed.

Creator: Ethan Arbuckle
Stars: ⭐️ 683
Forked by: 173
GitHub repo: https://github.com/EthanArbuckle/Apollo-CustomApiCredentials

#Apollo #custom #API
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local GPT

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private. In this model, I have replaced the GPT4ALL model with Vicuna-7B model and we are using the InstructorEmbeddings instead of LlamaEmbeddings as used in the original privateGPT. Both Embeddings as well as LLM will run on GPU instead of CPU. It also has CPU support if you do not have a GPU (see below for instruction).
Ask questions to your documents without an internet connection, using the power of LLMs. 100% private, no data leaves your execution environment at any point. You can ingest documents and ask questions without an internet connection!

Creator: Prompt Engineer
Stars: ⭐️ 9.7k
Forked by: 927
GitHub repo: https://github.com/PromtEngineer/localGPT

#gpt #local #localgpt
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python-training

Python training for business analysts and traders. This is designed to be an introduction to numerical computing and data visualization in Python. It is not designed to be a complete course in Computer Science or programming, but rather a motivational demonstration of how relatively complex topics can be accessible even to those without formal progamming backgrounds.

Creator: J.P. Morgan
Stars: ⭐️ 2.9k
Forked by: 709
GitHub repo: https://github.com/jpmorganchase/python-training

#python #training
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QR code Toolkit

Anthony's QR Code Toolkit for AI generated QR Codes. A toolkit mainly for AI-Generated QR Codes, with the ability to generate base QR codes, and compare with the output to find misaligned pixels.

Creator: Anthony Fu
Stars: ⭐️ 568
Forked by: 74
GitHub repo: https://github.com/antfu/qrcode-toolkit

#qrcode #toolkit
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quivr

Quivr, your second brain, utilizes the power of GenerativeAI to store and retrieve unstructured information. Think of it as Obsidian, but turbocharged with AI capabilities. Dump all your files and chat with it using your Generative AI Second Brain using LLMs ( GPT 3.5/4, Private, Anthropic, VertexAI ) & Embeddings

Creator: Stan Girard
Stars: ⭐️ 15.5k
Forked by: 1.7k
GitHub repo: https://github.com/StanGirard/quivr

#quivr #AI
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GPT prompt engineer

Prompt engineering is kind of like alchemy. There's no clear way to predict what will work best. It's all about experimenting until you find the right prompt. gpt-prompt-engineer is a tool that takes this experimentation to a whole new level.

Simply input a denoscription of your task and some test cases, and the system will generate, test, and rank a multitude of prompts to find the ones that perform the best.

Creator: mshumer
Stars: ⭐️ 3.6k
Forked by: 201
GitHub repo: https://github.com/mshumer/gpt-prompt-engineer

#gpt #prompt #engineer #Prompt_engineering
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insomnia

The open-source, cross-platform API client for GraphQL, REST, WebSockets and gRPC.

Creator: Kong
Stars: ⭐️ 29.4k
Forked by: 1.5k
GitHub repo: https://github.com/Kong/insomnia

#API #GraphQL #insomnia
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Real Char

Create, Customize and Talk to your AI Character/Companion in Realtime(All in One Codebase!). Have a natural seamless conversation with AI everywhere(mobile, web and terminal) using LLM OpenAI GPT3.5/4, Anthropic Claude2, Chroma Vector DB, Whisper Speech2Text, ElevenLabs Text2Speech

Creator: Shaunwei shaun
Stars: ⭐️ 1.4k
Forked by: 153
GitHub repo: https://github.com/Shaunwei/RealChar

#Real #Char #realchar
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Animate Diff

Official implementation of AnimateDiff.

Creator: Yuwei Guo
Stars: ⭐️ 1.7k
Forked by: 121
GitHub repo: https://github.com/guoyww/AnimateDiff

#Animate #Diff
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Black Lotus

BlackLotus is an innovative UEFI Bootkit designed specifically for Windows. It incorporates a built-in Secure Boot bypass and Ring0/Kernel protection to safeguard against any attempts at removal. This software serves the purpose of functioning as an HTTP Loader. Thanks to its robust persistence, there is no necessity for frequent updates of the Agent with new encryption methods. Once deployed, traditional antivirus software will be incapable of scanning and eliminating it. The software comprises two primary components: the Agent, which is installed on the targeted device, and the Web Interface, utilized by administrators to manage the bots. In this context, a bot refers to a device equipped with the installed Agent.

Creator: Yukari
Stars: ⭐️ 1.5k
Forked by: 363
GitHub repo: https://github.com/ldpreload/BlackLotus

#Black #lotus
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Retrieval-based-Voice-Conversion-WebUI

Voice data <= 10 mins can also be used to train a good VC model!

Creator: RVC-Project
Stars: ⭐️ 8.2k
Forked by: 1.2k
GitHub repo: https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI

#webui #retrieval
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h2ogpt

Query and summarize your documents or just chat with local private GPT LLMs using h2oGPT, an Apache V2 open-source project.

Private offline database of any documents (PDFs, Excel, Word, Images, Code, Text, MarkDown, etc.)
Persistent database (Chroma, Weaviate, or in-memory FAISS) using accurate embeddings (instructor-large, all-MiniLM-L6-v2, etc.)
Efficient use of context using instruct-tuned LLMs (no need for LangChain's few-shot approach)
Upload and View documents via UI (control multiple collaborative or scratch collections)
UI or CLI with streaming of all models

Creator: h2oai
Stars: ⭐️ 5.8k
Forked by: 665
GitHub repo: https://github.com/h2oai/h2ogpt

#h2o #gpt
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generative-models

Generative Models by Stability AI

Creator: Stability AI
Stars: ⭐️ 6.1k
Forked by: 805
GitHub repo: https://github.com/Stability-AI/generative-models

#AI #Generative_AI #Models
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