automl

There are 983 repositories under automl topic.

  • EasyRec

    A framework for large scale recommendation algorithms.

    Language:Python1.6k

  • AutoDL-Projects

    Automated deep learning algorithms implemented in PyTorch.

    Language:Python1.6k

  • advisor

    Open-source implementation of Google Vizier for hyper parameters tuning

    Language:Jupyter Notebook1.5k
  • MLBox

    MLBox

    MLBox is a powerful Automated Machine Learning python library.

    Language:Python1.5k

  • modelfox

    ModelFox makes it easy to train, deploy, and monitor machine learning models.

    Language:Rust1.5k

  • katib

    Automated Machine Learning on Kubernetes

    Language:Go1.4k

  • proxylessnas

    [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

    Language:C++1.4k

  • tods

    TODS: An Automated Time-series Outlier Detection System

    Language:Python1.3k

  • training_extensions

    Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

    Language:Python1.1k

  • AutoDL

    Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

    Language:Python1.1k

  • AutoGL

    An autoML framework & toolkit for machine learning on graphs.

    Language:Python1.1k

  • LightAutoML

    Fast and customizable framework for automatic ML model creation (AutoML)

    Language:Python1.1k
  • AutoTS

    AutoTS

    Automated Time Series Forecasting

    Language:Python1k

  • tensorflow-101

    TensorFlow 101: Introduction to Deep Learning

    Language:Jupyter Notebook1k
  • SMAC3

    SMAC3

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Language:Python1k

  • morph-net

    Fast & Simple Resource-Constrained Learning of Deep Network Structure

    Language:Python1k
  • MedMNIST

    MedMNIST

    [pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

    Language:Python991

  • devol

    Genetic neural architecture search with Keras

    Language:Python947
  • Otto

    Otto

    Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

    Language:JavaScript946

  • LightAutoML

    LAMA - automatic model creation framework

    Language:Python886

  • awesome-AutoML-and-Lightweight-Models

    A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

    828

  • keras-idiomatic-programmer

    Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

    Language:Jupyter Notebook806

  • h1st

    Power Tools for AI Engineers With Deadlines

    Language:Jupyter Notebook792
  • luminaire

    luminaire

    Luminaire is a python package that provides ML driven solutions for monitoring time series data.

    Language:Python755

  • Kaggler

    Code for Kaggle Data Science Competitions

    Language:Python739
  • evalml

    evalml

    EvalML is an AutoML library written in python.

    Language:Python731

  • HungaBunga

    HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

    Language:Python706

  • Auto_TS

    Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

    Language:Jupyter Notebook688

  • chan.py

    开放式的缠论python实现框架，支持形态学/动力学买卖点分析计算，多级别K线联立，区间套策略，可视化绘图，多种数据接入，策略开发，交易系统对接；

    Language:Python663

  • eps

    Machine learning for Ruby

    Language:Ruby641

  • NAS-Bench-201

    NAS-Bench-201 API and Instruction

    Language:Python624
  • FEDOT

    FEDOT

    Automated modeling and machine learning framework FEDOT

    Language:Python616

  • AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics

    Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning

    Language:Jupyter Notebook613

  • HpBandSter

    a distributed Hyperband implementation on Steroids

    Language:Python607
  • SymbolicRegression.jl

    SymbolicRegression.jl

    Distributed High-Performance Symbolic Regression in Julia

    Language:Julia549

  • x-stable-diffusion

    Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention. Join our Discord communty: https://discord.com/invite/TgHXuSJEk6

    Language:Jupyter Notebook548