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annotationcrowdsourcingwebsitebackend

Backend of an Image Annotation Crowdsourcing Website developed for the Advanced Web Technologies (2017) at Polimi

annotationcrowdsourcingwebsiteclient

Client for an Image Annotation Crowdsourcing Campaign developed for the Advanced Web Technologies course (2017) at Polimi

bayesloop

Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.

briscolaandroidapp

Briscola Android App, developed for the Mobile Development 2017 course at Polimi

carla

Open-source simulator for autonomous driving research.

clip

Contrastive Language-Image Pretraining

comodataanalysis

Data Analysis using big data (Twitter + scraper) and PySpark (+ other libraries where needed) to perform data exploration, text clustering, model identification and predictions

dataprocessingdsl

This project defines a DSL for data processing pipelines completely developed using Eclipse Modeling tools. The project has been developed for the Model-Driven Software Engineering course at Polimi.

edward2

A simple probabilistic programming language.

francescopinto.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

lp_bnn

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

opacus

Training PyTorch models with differential privacy

pfvsekf

Comparison between Particle Filter and Extended Kalman Filter for the task of point localization in the 2D Plane for the course of Model Identification and Adaptive Systems at Polimi

pillar

Official Implementation of PILLAR: How to make semi-private learning more effective

pyprob

A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch

pytorch-blender

Seamless integration of Blender into pytorch data sources

pytorch-ensembles

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

regmixup

Official implementation of the RegMixup paper

rosdiffdriveproject

ROS+Gazebo project about a Differential Drive Robot, developed for the Robotics Course (2018) at Polimi

stable-diffusion

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.