jd-lara Goto Github PK

6.s083

Lecture notes and problem sets for MIT class 6.S083 fall 2019

actions_test

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

call-julia-from-python-experiments

Experiments calling Julia from Python

cocp

Source code for the examples accompanying the paper "Learning convex optimization control policies."

diff-zoo

Differentiation for Hackers

diffeqdocs.jl

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

dmubook-errata

Errata to Decision Making Under Uncertainty: Theory and Application

gitignore

A collection of useful .gitignore templates

gpu-opencl-vfi-in-julia

GPU + OpenCL Value Function Iteration for Macro Models

hardware_introduction

What scienfitic programmers must know about CPUs and RAM to write fast code.

highs.jl

Julia wrapper for the HiGHS solver

ipopt.jl

Julia interface to the Ipopt nonlinear solver

jd-lara

juliatex

Typesetting Julia in TEX files.

linalgtuts.jl

Linear Algebra tutorials written in pure Julia. This repository contains tutorials that go alongside the textbook Introduction to Linear Algebra by Gilbert Strang.

math228a

Math 228A 2019 Fall

me131

Vehicle Dynamics and Control at UC Berkeley

mepo

MEPO (Modular Energy Planning and Operations) model: A clustered integer formulation for electric power generation planning, unit commitment, and production cost modeling in GAMS/CPLEX.

ordinarydiffeq.jl

High performance differential equation solvers for ordinary differential equations, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

parameterjump.jl

A JuMP extension to use parameter in constraints RHS

parametricoptinterface.jl

GSOC 2020 project

pglib-uc

Benchmarks for the Unit Commitment Problem

powerflowdata.jl

Parser of PSS/E-format Power Flow Raw Data Files (.raw)

powermodels.jl

A Julia/JuMP Package for Power Network Optimization

powersimulationsdynamics.jl

Julia package to run Dynamic Power System simulations. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.

powersystems.jl

Data structures in Julia to enable power systems analysis. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.

pvcr

pygments

Pygments is a generic syntax highlighter written in Python

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction