Gabriele Tiboni (@gabrieletiboni)
github

gabrieletiboni

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Top repositories

1

paintnet

PaintNet: Unstructured Multi-Path Learning from 3D Point Clouds for Robotic Spray Painting
Python
24
star
2

dropo

DROPO: Sim-to-Real Transfer with Offline Domain Randomization
Python
18
star
3

sb3-gym-interface

Interface to stable-baselines3 APIs for training RL policies on gym-registered environments
Python
12
star
4

doraemon

Domain Randomization via Entropy Maximization
11
star
5

random-envs

Collection of gym environments with support for domain randomization
Python
10
star
6

adr-benchmark

Online vs. Offline Adaptive Domain Randomization Benchmark
9
star
7

Incremental-learning-on-CIFAR100

Reproduction of popular methods for class-incremental learning in image recognition and proposal of a new variant.
Jupyter Notebook
9
star
8

exps-launcher

Slurm experiments launcher for python scripts
Python
9
star
9

Image-classification-on-Caltech101-using-CNNs

Training of a Convolutional Neural Network for image classification on dataset Caltech-101 by using AlexNet structure with both transfer learning and not.
Jupyter Notebook
7
star
10

Sentiment-Analysis-on-TripAdvisor-reviews

Binary classification of textual data with traditional ML techniques to predict the mood of a real-world review (positive or negative).
Python
4
star
11

Data-driven-Parkinsons-detection

Shallow machine learning techniques have been analysized and applied for a data-driven diagnosis of Parkinson's desease from patient voice measurements.
Python
4
star
12

Domain-adaptation-on-PACS-dataset

Implementation of DANN, a Domain Adaptation algorithm, on the PACS dataset using AlexNet.
Jupyter Notebook
4
star
13

Classification-on-Wine-dataset

Comparison of traditional shallow machine learning techniques for a classification task on the UCI Wine dataset.
Python
3
star
14

sim2real_rl_robotics_mldl_22

Starting code template for the course project in sim-to-real for reinforcement learning in robotics (machine learning and deep learning 2022 course).
Jupyter Notebook
2
star
15

RL-algorithms-for-Pong-game

Implementation of popular reinforcement learning control algorithms to build an intelligent pong player.
1
star
16

FullStackOpen2021

Open online Full Stack Web Developer course at Aalto University
JavaScript
1
star
17

rf-dropo

Reset-Free DROPO
Python
1
star
18

FullStackOpen2021-part3

Part 3 exercises of Full Stack Web Developer open online course
JavaScript
1
star
19

mldl_2024_template

Starting code for course project of MLDL 2024 - 01TXFSM, Polytechnic of Turin.
Jupyter Notebook
1
star