ivanightingale

ivanightingale's Stars

• github/gitignore

  A collection of useful .gitignore templates

  163k3.4k083.1k

• ray-project/ray

  Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  Language:Python34.6k48019.1k5.9k

• google/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Language:Python30k3285.5k2.7k

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  27.6k288432.3k

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook23.1k2452.6k3.3k

• mlflow/mlflow

  Open source platform for the machine learning lifecycle

  Language:Python19.1k3044k4.3k

• optuna/optuna

  A hyperparameter optimization framework

  Language:Python11.1k1171.7k1.1k

• jdb78/pytorch-forecasting

  Time series forecasting with PyTorch

  Language:Python3.9k41769612

• Nixtla/nixtla

  TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

  Language:Jupyter Notebook2.4k36169197

• PyWavelets/pywt

  PyWavelets - Wavelet Transforms in Python

  Language:Python2.1k62341488

• pnnl/neuromancer

  Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

  Language:Python9822871125

• JuliaDynamics/DrWatson.jl

  The perfect sidekick to your scientific inquiries

  Language:Julia8341321993

• benjamintd/chronotrains

  Shortest times between train stations in Europe

  Language:TypeScript700101741

• fcampelo/EC-Bestiary

  A bestiary of evolutionary, swarm and other metaphor-based algorithms

  Language:TeX6113917165

• khalil-research/PyEPO

  A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

  Language:Jupyter Notebook46391159

• power-grid-lib/pglib-opf

  Benchmarks for the Optimal Power Flow Problem

  Language:MATLAB311273285

• locuslab/icnn

  Input Convex Neural Networks

  Language:Python28219851

• jump-dev/DiffOpt.jl

  Differentiating convex optimization programs w.r.t. program parameters

  Language:Julia124129514

• awesome-mlops/awesome-ml-experiment-management

  A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀

  104114

• thowell/CALIPSO.jl

  Conic Augmented Lagrangian Interior-Point SOlver

  Language:Julia672510

• wiwikuan/chordfinder

  不囉唆的和弦代號查詢器 by NiceChord 好和弦

  Language:HTML64247

• JuliaGraphs/GraphIO.jl

  Graph IO functionality for various formats.

  Language:Julia6163228

• JuliaSmoothOptimizers/Percival.jl

  Implementation of an Augmented Lagrangian method

  Language:Julia5592717

• JuliaSmoothOptimizers/HSL.jl

  Julia interface to the HSL Mathematical Software Library

  Language:Julia4553916

• COPT-Public/COPT-Release

  COPT (Cardinal Optimizer) release notes and links

  34710

• lanl-ansi/PowerModelsAnnex.jl

  A PowerModels.jl Extension Package for Exploratory Work

  Language:Julia2252519

• pjssilva/NLPModelsAlgencan.jl

  Language:Julia16474

• andrewrosemberg/OptimalBids.jl

  Package for identifying optimal bids.

  Language:Julia10190

• andrewrosemberg/L2O.jl

  Learning to optimize (L2O) package that provides basic functionalities to help fit proxy models for optimization.

  Language:Julia7140

• exanauts/ProxAL.jl

  Proximal Augmented Lagrangian solver for solving multiperiod contingency-constrained ACOPF

  Language:Julia66153