joshuaeh
Derive actionable insights from data, modeling and optimization
The University of Texas-AustinAustin
joshuaeh's Stars
tinygrad/tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
karpathy/llm.c
LLM training in simple, raw C/CUDA
coolwanglu/pdf2htmlEX
Convert PDF to HTML without losing text or format.
trapexit/mergerfs
a featureful union filesystem
pytorch/opacus
Training PyTorch models with differential privacy
Ceyron/machine-learning-and-simulation
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
probml/dynamax
State Space Models library in JAX
vecxoz/vecstack
Python package for stacking (machine learning technique)
LeoGrin/tabular-benchmark
tunguz/ML_Resources
GitHub Repo with various ML/AI/DS resources that I find useful
NREL/rdtools
PV Analysis Tools in Python
JmlrOrg/jmlr-style-file
LaTeX style file for the Journal of Machine Learning Research
NREL/resstock
Highly granular modeling of residential building stocks at national, regional, and local scales using OpenStudio/EnergyPlus.
salesforce/online_conformal
Methods for online conformal prediction.
NREL/REopt_API
The model for the REopt API, which is used as the back-end for the REopt Webtool (reopt.nrel.gov/tool), and can be accessed directly via the NREL Developer Network (https://developer.nrel.gov/docs/energy-optimization/reopt)
NREL/sup3r
The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.
jdujava/TeXtured
LaTeX Template
NREL/elm
ELM is a collection of utilities to apply Large Language Models (LLMs) to energy research.
NREL/DSS-SimPy-RL
This repository is an Reinforcement Learning Platform for learning agents to control cyber-physical Power Distribution Systems resiliently. The cyber environment in based on SimPy Discrete Event Simulator, while the distribution system is backened by Open-DSS.
NREL/REopt.jl
marianorivera/How2TrainUrVAE
How To Train Your VAE CODE
ML-PSE/Machine_Learning_for_PSE
Code repository for the book 'Machine Learning in Python for Process Systems Engineering'
NREL/learning-building-control
ML-PSE/Fluid-Catalytic-Cracking-Unit-Dataset-for-Process-Monitoring-Evaluation
Datasets from a fluid catalytic cracking unit to evaluate FDD techniques
YuchiSun/SUNSET
Stanford University Neural-network for Solar Electricity Trend
jrzaurin/infinitoml
NREL/LiAISON
Lifecyle Analysis Integration into Scalable Opensource Numerical models (LiAISON)
NREL/ochre_gym
OpenAI Gym-like RL environment built on top of NREL's OCHRE™ simulator
NREL/bokeh-streaming
This is for software record SWR-19-08 titled bokeh-streaming. Copyright (c) 2019 Alliance for Sustainable Energy, LLC