FMZennaro

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it. Completely separate team and codebase from the AI Web App builder https://gptengineer.app

100-Days-Of-ML-Code

100 Days of ML Coding

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

models

A collection of pre-trained, state-of-the-art models in the ONNX format

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

loss-landscape

Code for visualizing the loss landscape of neural nets

mesa

Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

langroid

Harness LLMs with Multi-Agent Programming

MineDojo

Building Open-Ended Embodied Agents with Internet-Scale Knowledge

Category_Theory_Machine_Learning

List of papers studying machine learning through the lens of category theory

causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

awesome-rl-for-cybersecurity

A curated list of resources dedicated to reinforcement learning applied to cyber security.

dit

Python package for information theory.

evosax

Evolution Strategies in JAX 🦎

gradient-descent-the-ultimate-optimizer

Code for our NeurIPS 2022 paper

discopy

The Python toolkit for computing with string diagrams.

survae_flows

Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"

elfi

ELFI - Engine for Likelihood-Free Inference

rlds

procthor

🏘️ Scaling Embodied AI by Procedurally Generating Interactive 3D Houses

CATMAID

Collaborative Annotation Toolkit for Massive Amounts of Image Data

chirho

An experimental language for causal reasoning

csle

A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, reinforcement learning, optimization, evolutionary methods, and causal inference.

pinns-tf2

PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.

COOL

Controlled Online Optimization Learning (COOL): Finding the Ground State of Spin Hamiltonians with Reinforcement Learning (arXiv:2003.00011)

blackbirds

Black-Box Inference foR Differentiable Simulators

Interchange