🔊 Text-Prompted Generative Audio Model

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

The fastai book, published as Jupyter Notebooks

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…

A guidance language for controlling large language models.

llama3 implementation one matrix multiplication at a time

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

AI Observability & Evaluation

"Probabilistic Machine Learning" - a book series by Kevin Murphy

The Hunting ELK

A Deep Learning based project for creating line art portraits.

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor.

Feature selector is a tool for dimensionality reduction of machine learning datasets

Sample queries for Advanced hunting in Microsoft 365 Defender

New ways of breaking app-integrated LLMs

An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Elastic Malware Benchmark for Empowering Researchers

🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text quality, relevance m…

Deep Learning Examples

High Octane Triage Analysis

An encyclopedia of jailbreaking techniques to make AI models safer.

SpanMarker for Named Entity Recognition

Notebook to download machine learning flashcards

Deploy and scale serverless machine learning app - in 4 steps.

[CVPR 2024] "MACE: Mass Concept Erasure in Diffusion Models" (Official Implementation)

RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.

EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language Models (LLMs).