UmbertoJr
currently I'm a PhD candidate at the Dalle Molle Institute for Artificial Intelligence in Switzerland.
IDSIALugano
Pinned Repositories
AI_USI_MA
USI-MSc AI Course: Hands-on Lab Experiences
Compressive-Sensing-and-Dictionary-Learning
geometric_reinforcement_learning_for_TSP
Graph_Convolutional_NN_on_SRL
ML-Constructive
ML-Constructive is a deep learning based constructive heuristic for the Traveling Salesman Problem.
ML-Constructive_LS
my_Bi_Lstm
sequence_to_sequence_tagging_using_Bi_Lstm
Statistical-Inference-for-Mixed-Effect-Stochastic-Differential-Equations
Stochastics_Process
In this repository I put all my project done during the course of Stochastics Process 1
Transdimentional_MCMC
an alternative more practice approach than RJMCMC for nested models
UmbertoJr's Repositories
UmbertoJr/ML-Constructive
ML-Constructive is a deep learning based constructive heuristic for the Traveling Salesman Problem.
UmbertoJr/ML-Constructive_LS
UmbertoJr/awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
UmbertoJr/AI_USI_MA
USI-MSc AI Course: Hands-on Lab Experiences
UmbertoJr/Aave-Flash-Loan-Arbitrage
UmbertoJr/AI2022BS
UmbertoJr/alf
Agent Learning Framework https://alf.readthedocs.io
UmbertoJr/Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
UmbertoJr/awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
UmbertoJr/bayesian-neural-network-pytorch
PyTorch implementation of bayesian neural network.
UmbertoJr/Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
UmbertoJr/cpsat-primer
Using and Understanding ortools' CP-SAT: A Primer and Cheat Sheet
UmbertoJr/FinRL
FinRL: Financial Reinforcement Learning. 🔥
UmbertoJr/GA-EAX
A genetic algorithm using Edge Assembly Crossover for the traveling salesman problem
UmbertoJr/GNNPapers
Must-read papers on graph neural networks (GNN)
UmbertoJr/GRPE
Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"
UmbertoJr/keras-ncp
Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence
UmbertoJr/liquid_time_constant_networks
Code Repository for Liquid Time-Constant Networks (LTCs)
UmbertoJr/LLM-Optimizers-Papers
Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.
UmbertoJr/MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
UmbertoJr/ml4co-competition
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
UmbertoJr/NeuroLKH
UmbertoJr/OptimizationMethodsAndAnlgorithms_UNIMORE
UmbertoJr/pmbs
Parallel Monte Carlo Tree Search with Batched Rigid-body Simulations
UmbertoJr/quant-trading
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
UmbertoJr/RetNet
An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"
UmbertoJr/Superalgos
Free, open-source crypto trading bot, automated bitcoin / cryptocurrency trading software, algorithmic trading bots. Visually design your crypto trading bot, leveraging an integrated charting system, data-mining, backtesting, paper trading, and multi-server crypto bot deployments.
UmbertoJr/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
UmbertoJr/UmbertoJr.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
UmbertoJr/Useful_tools