Filippo Pellegrino's starred repositories
hummingbird
Hummingbird compiles trained ML models into tensor computation for faster inference.
LoopVectorization.jl
Macro(s) for vectorizing loops.
Optimization.jl
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
DecisionTree.jl
Julia implementation of Decision Tree (CART) and Random Forest algorithms
linear-tree
A python library to build Model Trees with Linear Models at the leaves.
ThreadsX.jl
Parallelized Base functions
stat-nlp-book
Interactive Lecture Notes, Slides and Exercises for Statistical NLP
Metaheuristics.jl
High-performance metaheuristics for optimization coded purely in Julia.
Everything-about-LLMs
A work in progress. Trying to write about all interesting or necessary pieces in the current development of LLMs and generative AI. Gradually adding more topics.
EvoTrees.jl
Boosted trees in Julia
book-networks-public
Companion Site for Economic Networks: Theory and Computation
Example.DataLibrary.Python
Example projects and Tutorials demonstrating access to the Refinitiv Data Platform using the Refinitiv Data Library for Python
FredData.jl
Pull data from Federal Reserve Economic Data (FRED) directly into Julia
StableRNGs.jl
A Julia RNG with stable streams
AdvancedPS.jl
Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms
EasyFit.jl
Easy interface for obtaining fits for 2D data
LimitOrderBook.jl
A limit order book matching engine written in Julia
LikelihoodfreeInference.jl
Likelihood-Free Inference for Julia.
AdaptiveToleranceABC_MCMC.jl
Adaptive tolerance ABC-MCMC with post-correction