Umberto Junior Mele's repositories
ML-Constructive
ML-Constructive is a deep learning based constructive heuristic for the Traveling Salesman Problem.
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
alf
Agent Learning Framework https://alf.readthedocs.io
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
bayesian-neural-network-pytorch
PyTorch implementation of bayesian neural network.
Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
cpsat-primer
Using and Understanding ortools' CP-SAT: A Primer and Cheat Sheet
FinRL
FinRL: Financial Reinforcement Learning. 🔥
GA-EAX
A genetic algorithm using Edge Assembly Crossover for the traveling salesman problem
GNNPapers
Must-read papers on graph neural networks (GNN)
GRPE
Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"
keras-ncp
Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence
liquid_time_constant_networks
Code Repository for Liquid Time-Constant Networks (LTCs)
LLM-Optimizers-Papers
Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
ml4co-competition
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
pmbs
Parallel Monte Carlo Tree Search with Batched Rigid-body Simulations
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
RetNet
An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"
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.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
UmbertoJr.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes