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ai

Several projects for the Artificial Intelligence course, with topics such as Recommender and Rule-based Systems, Ontologies and Natural Language Processing.

ai-ml-course

Materials for the course: AI ML & Analytics

ai-safety-gridworlds

ana06.github.io

My personal page

ara-for-at

Adversarial Risk Analysis for Improving Adversarial Training

aramarl

Experiments for the paper RL under Threats

art-explorer

Semantic search over paintings databases using deep learning

autocrit-likert-gpt

Automatic and zero-shot critique of outputs using the OpenAI API with json outputs

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-rlaif

A curated and updated list of relevant articles and repositories on Reinforcement Learning from AI Feedback (RLAIF)

c-like-compiler

A C-like language compiler written in Java that generates assembly code for the p-machine

causal-covid-pollution

Estimating the (causal) impact of the covid-19 measures in pollution generated by urban traffic

cloud-automation

A set of shell scripts to automate the configuration of cloud instances

comp-algebra

Fundamental Computer Algebra algorithms implemented in Maple

configurable-safety-tuning

Data and models for the paper "Configurable Safety Tuning of Language Models with Synthetic Preference Data"

coursera-startup

Startup Engineering. Lecture Slides (june 2013)

covid-19

A collection of work related to COVID-19

curso-ml-avanzado-21

curso-ml-r

Curso de aprendizaje automático en R

cusp-dnn

Cumulative Shrinkage Priors for DNNs

d3-carto-map

A mapping API that uses D3 geospatial functionality

data-sharing

distilled-self-critique

distilled Self-Critique refines the outputs of a LLM with only synthetic data

dlatscale_draft

This is an early version of Deep Learning at Scale course for Yandex School of Data Analysis

fom-tutorial

A gentle practical intro to adversarial ML using pytorch and cleverhans

function-graphing-fpga

Team project developed on FPGA using VHDL: Function graphing.

gpt-j-api

API for the GPT-J language model 🦜. Including a FastAPI backend and a streamlit frontend

kaggle-bimbo

Group Bimbo Inventory Demand

library-of-phi

machine-learning

Projects for the Computational Geometry and Machine Learning course developed in Python