machine-learning
Make stems, instrumental, or acapella version of any song! Isolate vocals, drums, bass, and other instrumental stems from any song.
StemRoller is the first free app which enables you to separate vocal and instrumental stems from any song with a single click! StemRoller uses Facebook's state-of-the-art Demucs algorithm for demixing songs and integrates search results from YouTube.
GROBID (or Grobid, but not GroBid nor GroBiD) means GeneRation Of BIbliographic Data.
GROBID is a machine learning library for extracting, parsing and re-structuring raw documents such as PDF into structured XML/TEI encoded documents with a particular focus on technical and scientific publications. First developments started in 2008 as a hobby, following a suggestion by Laurent Romary (Inria, France). In 2011, the tool has been made available in open source. Work on GROBID has been steady as a side project since the beginning and is expected to continue as such, facilitated in particular to the continuous support of Inria.
A new community-based approach to build truly open-source LLMs.
InstructLab Command-Line Interface. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data.
state-of-the-art performance image generation with top of the line prompt following, visual quality, image detail and output diversity.
Dioptra is a software test platform for assessing the trustworthy characteristics of artificial intelligence (AI). Trustworthy AI is: valid and reliable, safe, secure and resilient, accountable and transparent, explainable and interpretable, privacy-enhanced, and fair - with harmful bias managed1. Dioptra supports the Measure function of the NIST AI Risk Management Framework by providing functionality to assess, analyze, and track identified AI risks.
A free & open tool for transcribing audio interviews.
oTranscribe is a free web app designed to take the pain out of transcribing recorded interviews.
Real-Time Face Swapping and One-Click Video Deepfake Tool. The Next Leap in Real-Time Face Swapping and Video Deepfake Technology.
Deep Live Cam harnesses cutting-edge AI to push the boundaries of real-time face swapping and video deepfakes. Achieve high-quality face replacement with just a single image.
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate.
Welcome to Verba: The Golden RAGtriever, an open-source application designed to offer an end-to-end, streamlined, and user-friendly interface for Retrieval-Augmented Generation (RAG) out of the box. In just a few easy steps, explore your datasets and extract insights with ease, either locally with HuggingFace and Ollama or through LLM providers such as OpenAI, Cohere, and Google.
Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI.
Perplexica is an open-source AI-powered searching tool or an AI-powered search engine that goes deep into the internet to find answers. Inspired by Perplexity AI, it's an open-source option that not just searches the web but understands your questions. It uses advanced machine learning algorithms like similarity searching and embeddings to refine results and provides clear answers with sources cited.
say is always on, recording and transcribing your voice 24/7. Whenever inspiration strikes, just say it.
Write code, not tests.
Contextually Aware AI-Driven Unit Test Generation for Typescript Node.js projects. Celp generates contextually relevant unit tests for Typescript node.js projects, saving you hours.
Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
PGVecto.rs is a Postgres extension that enables scalable vector search, allowing you to build powerful similarity-based applications on top of your Postgres database.
Unlock your LLM's creativity. User-friendly WebUI for LLMs (Formerly Ollama WebUI)
Open WebUI is an extensible, self-hosted interface for AI that adapts to your workflow, all while operating entirely offline.
Open WebUI is an extensible, feature-rich, and user-friendly self-hosted WebUI designed to operate entirely offline. It supports various LLM runners, including Ollama and OpenAI-compatible APIs. For more information, be sure to check out our Open WebUI Documentation.
Related contents:
Infra for RAG apps that work in prod. You know Postgres. Now you know machine learning.
Index, filter & rank vectors. Create embeddings. Generate real-time, fact-based outputs.
Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript and Rust, Korvus delivers high-performance, customizable search capabilities with minimal infrastructure concerns.
Coalition for Content Provenance and Authenticity.
An open technical standard providing publishers, creators, and consumers the ability to trace the origin of different types of media.
Related contents:
AI Development Cloud Platform, Real Time AI & ML, Deploy & Manage AI. MindsDB is the most widely used AI data automation platform.
MindsDB is the platform for customizing AI from enterprise data. You can create, serve, and fine-tune models in real-time from your database, vector store, and application data.
AI Cartoon Animation Generator.
Bring your cartoons to life with ToonCrafter, the AI-powered animation tool. Simply upload your keyframes and let our advanced algorithms create smooth, stylized animations that match your artwork perfectly. Unleash your creativity and start animating today!
We write your reusable computer vision tools. Whether you need to load your dataset from your hard drive, draw detections on an image or video, or count how many detections are in a zone. You can count on us!
Supervision provides a seamless process for annotating predictions generated by various object detection and segmentation models.
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!
Transformers.js is designed to be functionally equivalent to Hugging Face's transformers python library, meaning you can run the same pretrained models using a very similar API. These models support common tasks in different modalities, such as:
Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.
Speech-to-text, text-to-speech, and speaker recongition using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, iOS, Raspberry Pi, RISC-V, x86_64 servers, websocket server/client, C/C++, Python, Kotlin, C#, Go, NodeJS, Java, Swift.
Dataherald is a natural language-to-SQL engine built for enterprise-level question answering over relational data. It allows you to set up an API from your database that can answer questions in plain English.
🦉 ML Experiments and Data Management with Git
Data Version Control or DVC is a command line tool and VS Code Extension to help you develop reproducible machine learning projects:
Backend ressources for Albert. Albert, also known as LIA (Legal Information Assistant), is a conversational agent that uses official French data sources to answer administrative agents questions.
Text-driven, intelligent restoration, blending AI technology with creativity to give every image a brand new life. Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild.
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild.
AI Image Upscaler & Enhancer - Magnific Alternative. Upscale your images with AI Magic.
ClarityAI is a high resolution upscaler which also can enhance your images and add details. You can decide how much you want the AI to add details to your images.
An array framework for Apple silicon.
MLX is an array framework for machine learning research on Apple silicon, brought to you by Apple machine learning research.
Refer and Ground Anything Anywhere at Any Granularity.
An End-to-End MLLM that Accept Any-Form Referring and Ground Anything in Response.
Distribute and run LLMs with a single file.
Our goal is to make open LLMs much more accessible to both developers and end users. We're doing that by combining llama.cpp with Cosmopolitan Libc into one framework that collapses all the complexity of LLMs down to a single-file executable (called a "llamafile") that runs locally on most computers, with no installation.
Related contents:
Self-organizing AI note-taking app that runs models locally.
Reor is an AI-powered desktop note-taking app: it automatically links related ideas, answers questions on your notes and provides semantic search. Everything is stored locally and you can edit your notes with an Obsidian-like markdown editor.
Rethink the Computer. Turn your computer into an AI machine.
Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.
Related contents:
Using Sequences of Life-events to Predict Human Lives.
We represent human lives in a way that shares structural similarity to language, and we exploit this similarity to adapt natural language processing techniques to examine the evolution and predictability of human lives based on detailed event sequences. We do this by drawing on a comprehensive registry dataset, which is available for Denmark across several years, and that includes information about life-events related to health, education, occupation, income, address and working hours, recorded with day-to-day resolution.
La plateforme d'IA qui simplifie l'analyse des données à tous les métiers. Piloter aujourd'hui. Anticiper demain. Dès maintenant.
MIA est une solution No Code d’analyse de données, basée sur l’Intelligence Artificielle, qui s'adapte à votre profil. Simple. Efficace. Rapide
Democratizing & Decentralizing AI-native apps.
MyShell is a decentralized and comprehensive platform for discovering, creating, and staking AI-native apps.
RMBG v1.4 is our state-of-the-art background removal model, designed to effectively separate foreground from background in a range of categories and image types. This model has been trained on a carefully selected dataset, which includes: general stock images, e-commerce, gaming, and advertising content, making it suitable for commercial use cases powering enterprise content creation at scale. The accuracy, efficiency, and versatility currently rival leading open source models. It is ideal where content safety, legally licensed datasets, and bias mitigation are paramount.
A toolkit for controllable, private AI on consumer hardware in rust.
Floneum is a graph editor that makes it easy to develop your own AI workflows. Floneum allows you to build workflows that use large language models with a simple drag and drop interface.
Finetune AI & LLMs faster. Web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
Unslow AI training & finetuning Get 30x faster with unsloth. 5X faster 60% less memory QLoRA finetuning. Finetune Mistral, Gemma, Llama 2-5x faster with 70% less memory!
Related contents:
Get up and running with large language models, locally.
Run Llama 2, Code Llama, Mistral, Gemma, and other models. Customize and create your own.
Related contents:
- Local RAG with Ollama, Mistral, and Turso @ Turso's blog.
- S4E10 - Quel destin pour l’Apple Vision Pro ? @ Underscore_'s Acast :fr:.
- Ollama Course – Build AI Apps Locally @ freeCodeCamp.org's YouTube.
- Detecting Exposed LLM Servers: A Shodan Case Study on Ollama @ Cisco Blogs.
- Ollama - 14 000 serveurs IA laissés en libre-service sur Internet @ Korben :fr:.
- Faire tourner un LLM localement sur votre ordinateur @ Quoi de neuf les devs ? :fr:.
- The Ultimate Beginner's Guide to Self-Hosting Your Own AI @ Arsturn.
- How to Run and Customize LLMs Locally with Ollama @ freeCodeCamp.
- LLMs on Kubernetes Part 1: Understanding the threat model @ CNCF.
- Faire tourner un modèle IA chez soi avec Ollama @ DomoPi :fr:.
- Using AI for Terraform: running locally with Langflow, OpenSearch, & Ollama @ Rosemary Wang's dev.to.
- Using Local Coding Agents @ Ahead of AI.
Triton is a language and compiler for parallel programming. It aims to provide a Python-based programming environment for productively writing custom DNN compute kernels capable of running at maximal throughput on modern GPU hardware.
Install, Run & Control Databases on Your Computer with 1 Click.
Pinokio is a browser that lets you install, run, and programmatically control ANY application, automatically. No more opening the terminal. No more git clone. No more conda install. No more pip install. No more messing with execution environments.
A List of Known AI Agents on the Internet.
Insight into the hidden ecosystem of autonomous chatbots and data scrapers crawling across the web. Protect your website from unwanted AI agent access.
Related contents:
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Curated papers, articles, and blogs on data science & machine learning in production. ⚙️
Opensource, self-hosted AI coding assistant.
Tabby is a self-hosted AI coding assistant, offering an open-source and on-premises alternative to GitHub Copilot.
Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.
Data Integration, Data Quality, & Analytics Solutions.
Qlik, now with Talend, delivers a data fabric for modern data architectures and next-gen analytics powered by Qlik Staige™, a suite of AI and machine learning capabilities.
⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs.
Vigil is a Python library and REST API for assessing Large Language Model prompts and responses against a set of scanners to detect prompt injections, jailbreaks, and other potential risks.
Open-source Solution for AI Quality. The testing framework dedicated to ML models, from tabular to LLMs Scan AI models to detect risks of biases, performance issues and errors. In 4 lines of code.
A platform for the machine learning lifecycle.
MLflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models. MLflow offers a set of lightweight APIs that can be used with any existing machine learning application or library (TensorFlow, PyTorch, XGBoost, etc), wherever you currently run ML code (e.g. in notebooks, standalone applications or the cloud). MLflow's current components are:
Doctor Dignity is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.
Ship AI features in minutes. Pezzo enables you to build, test, monitor and instantly ship AI all in one platform, while constantly optimizing for cost and performance.
🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.
one-click face swap
Take a video and replace the face in it with a face of your choice. You only need one image of the desired face. No dataset, no training.
A Multilingual Code Generation Tool.
We introduce CodeGeeX, a large-scale multilingual code generation model with 13 billion parameters, pre-trained on a large code corpus of more than 20 programming languages. As of June 22, 2022, CodeGeeX has been trained on more than 850 billion tokens on a cluster of 1,536 Ascend 910 AI Processors.
Contribute to krishnaik06/The-Grand-Complete-Data-Science-Materials development by creating an account on GitHub.
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, llama.cpp (GGUF), Llama models.