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Ildefons Magrans de Abril's Projects

ai-economist icon ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

articles-mev-bot-series icon articles-mev-bot-series

Repo containing the code presented in my medium mev bot article series. https://medium.com/@emileamajar

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

btc4mo icon btc4mo

Motoko library to interact with Bitcoin network

cgx icon cgx

CG eXplainer | Rule-based explanations of DNNs

connectomics icon connectomics

Salution to the European Conference of Machine Learning Neural Connectomics Challenge

controllable_agent icon controllable_agent

The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning or fine-tuning. Training is reward-free and based on the Forward-Backward representation.

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALL·E.

lnn icon lnn

A `Neural = Symbolic` framework for sound and complete weighted real-value logic

markup icon markup

The code we use to render README.your_favorite_markup

mev-templates icon mev-templates

MEV bot templates written in Python/Javascript/Rust. All implementing DEX flashloan arbitrage

object-discovery-pytorch icon object-discovery-pytorch

An implementation of several unsupervised object discovery models (Slot Attention, SLATE, GNM) in PyTorch with pre-trained models.

omnixai icon omnixai

OmniXAI: A Library for eXplainable AI

portal icon portal

Internet Computer Developer Portal

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