Alec Bills's starred repositories
DynamicExpressions.jl
Ridiculously fast symbolic expressions
JuliaFormatter.jl
An opinionated code formatter for Julia. Plot twist - the opinion is your own.
MultiKDE.jl
Multivariate kernel density estimation
DiffEqFlux.jl
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
NonlinearSolve.jl
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
the-algorithm
Source code for Twitter's Recommendation Algorithm
StaticCompiler.jl
Compiles Julia code to a standalone library (experimental)
ModelingToolkit.jl
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
PythonCall.jl
Python and Julia in harmony.
CondaPkg.jl
Add Conda dependencies to your Julia project
SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
AlDente-Charge-Limiter
macOS menubar tool to set Charge Limits and prolong battery lifespan
casadi
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
BatteryCost
Battery Cost Model developed in the Viswanathan group at Carnegie Mellon.