Alternatives and similar repositories for KNAS:

Users that are interested in KNAS are comparing it to the libraries listed below

• microsoft / archai
  Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
  ☆472Updated 3 months ago
• Yard1 / ray-skorch
  Distributed skorch on Ray Train
  ☆57Updated 2 years ago
• facebookarchive / fronni
  machine learning model performance metrics & charts with confidence intervals, optimized with numba to be fast
  ☆16Updated 3 years ago
• fidelity / stoke
  A lightweight wrapper for PyTorch that provides a simple declarative API for context switching between devices, distributed modes, mixed-…
  ☆66Updated last year
• amazon-science / creating-and-correcting-novel-ml-model-errors
  ☆30Updated 3 years ago
• nebuly-ai / exploring-AI-optimization
  Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀
  ☆113Updated last year
• PrototypeML / PrototypeML
  ☆30Updated 4 years ago
• reddragon / efficient-dl-survey-paper
  Efficient Deep Learning Survey Paper
  ☆33Updated last year
• rasbt / cyclemoid-pytorch
  Cyclemoid implementation for PyTorch
  ☆87Updated 2 years ago
• yandex-research / DeDLOC
  Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)
  ☆116Updated 3 years ago
• lf1-io / padl
  Functional deep learning
  ☆108Updated 2 years ago
• apple / ml-cifar-10-faster
  ☆57Updated 2 years ago
• petuum / tuun
  Hyperparameter tuning via uncertainty modeling
  ☆46Updated 8 months ago
• landskape-ai / Progressive-Pruning
  Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)
  ☆17Updated 2 years ago
• gradsflow / gradsflow-automl
  An open-source AutoML Library based on PyTorch
  ☆306Updated 3 weeks ago
• HomebrewNLP / HomebrewNLP
  A case study of efficient training of large language models using commodity hardware.
  ☆68Updated 2 years ago
• pietrolesci / energizer
  An active learning library for Pytorch based on Lightning-Fabric.
  ☆79Updated 8 months ago
• nestordemeure / flaxOptimizers
  A collection of optimizers, some arcane others well known, for Flax.
  ☆29Updated 3 years ago
• naszilla / naszilla
  Naszilla is a Python library for neural architecture search (NAS)
  ☆306Updated 2 years ago
• SamsungLabs / zero-cost-nas
  Zero-Cost Proxies for Lightweight NAS
  ☆146Updated last year
• microsoft / Icebreaker
  This is the demo code associated with the paper: W. Gong , S. Tschiatschek, S. Nowozin, R.E. Turner, J.M. Hernández-Lobato, C.Zhang Icebr…
  ☆43Updated 5 years ago
• lucaslie / torchprune
  A research library for pytorch-based neural network pruning, compression, and more.
  ☆160Updated 2 years ago
• automl / zero-shot-automl-with-pretrained-models
  Official repository for the paper "Zero-Shot AutoML with Pretrained Models"
  ☆43Updated last year
• sayakpaul / FunMatch-Distillation
  TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.
  ☆87Updated 3 years ago
• lucidrains / mlp-gpt-jax
  A GPT, made only of MLPs, in Jax
  ☆57Updated 3 years ago
• sayakpaul / MLP-Mixer-CIFAR10
  Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.
  ☆54Updated 2 years ago
• sjunhongshen / DASH
  ☆21Updated last year
• BayesWatch / nas-without-training
  Code for Neural Architecture Search without Training (ICML 2021)
  ☆464Updated 3 years ago
• mlflow / mlflow-torchserve
  Plugin for deploying MLflow models to TorchServe
  ☆107Updated last year
• SirRob1997 / Crowded-Valley---Results
  This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"
  ☆180Updated 3 years ago