Matteo Prata

FSRL. 🚀 A fast safe reinforcement learning library in PyTorch

TelegramSwift. Source code of Telegram for macos on Swift 5.0

tdesktop. Telegram Desktop messaging app

imitation. Clean PyTorch implementations of imitation and reward learning algorithms

pytorch-crf. (Linear-chain) Conditional random field in PyTorch.

aim. Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

stanford-cs-229-machine-learning. VIP cheatsheets for Stanford's CS 229 Machine Learning

ml-ferret. Python

GRETEL. GRETEL is a framework for the development and evaluation of Counterfactual Explanation methods for Graph Classifiers

mlx. MLX: An array framework for Apple silicon

cleanrl. High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

OpenAI-GYM-CarRacing-DQN. Train a DQN Agent to play CarRacing 2d using TensorFlow and Keras.

pytorch_car_caring. Reinforcement Learning for Gym CarRacing-v0 with PyTorch

sequitur. Library of autoencoders for sequential data

DeepFaceLab. DeepFaceLab is the leading software for creating deepfakes.

COMETS-GAN. Python

RL-CNP-2020. Computer Network Performance class at Sapienza University of Rome. Model free and model based Reinforcement Learning lectures.

coursera-dl. Script for downloading Coursera.org videos and naming them.

LOBCAST. LOBCAST is a Python-based open-source framework for stock market trend forecasting using Limit Order Book (LOB) data. 🤖📈

DRONET-for-Patrolling. UAVs Patrolling Simulator

the-one. The Opportunistic Network Environment simulator

Net-MARS. Net-MARS is a framework to visualize and process real computer network topologies, simulate network disruption scenarios, test network recovery algorithms.

black. The uncompromising Python code formatter

UAV-Swarm-Simulator. UAV-Swarm-Simulator is a Python simulator for experimenting networks of unmanned aerial vehicles.

DroNETworkSimulator. Simulator for Course of Autonomous Networking a.a. 20-21

ConvLOB. Jupyter Notebook

gym-pybullet-drones. PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

stable-baselines3. PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Deep-Reinforcement-Learning-Algorithms-with-PyTorch. PyTorch implementations of deep reinforcement learning algorithms and environments

reinforcement-learning. Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

distributed_construction_RL. Distributed (and single-agent) reinforcement learning code for simulated multi-robot distributed assembly.

tspy. An optimization package for the traveling salesman problem

abides. ABIDES: Agent-Based Interactive Discrete Event Simulation

iOS-Goodies. Your favorite iOS Newsletter, now open source.

SwifterSwift. A handy collection of more than 500 native Swift extensions to boost your productivity.

BayesianOptimization. A Python implementation of global optimization with gaussian processes.

immuni-app-ios. Official repository for the iOS version of the immuni application

CNN-Self-Driving-Car. Self-Driving Car Exploiting Supervised Learning via a CNN.

NLP-Semantic-Role-Labeling. Homework 3 of Natural Language Processing 2018

RL-Self-Driving-Car. Self-Driving Car Exploiting Reinforcement Learning via a Deep Learning.