Topic: automl Goto Github

👇 Here are 905 public repositories matching this topic...

alibaba / easyrec
automl,A framework for large scale recommendation algorithms.
Organization: alibaba
recommendation-algorithms recommender-system dssm esmm mind deepfm dlrm autoint din eges

alteryx / featuretools
automl,An open source python library for automated feature engineering
Organization: alteryx
Home Page: https://www.featuretools.com
feature-engineering machine-learning data-science automated-machine-learning automl python scikit-learn automated-feature-engineering

autogluon / autogluon
automl,Fast and Accurate ML in 3 Lines of Code
Organization: autogluon
Home Page: https://auto.gluon.ai/
automl machine-learning data-science deep-learning ensemble-learning computer-vision natural-language-processing structured-data object-detection gluon

automl / auto-pytorch
automl,Automatic architecture search and hyperparameter optimization for PyTorch
Organization: automl
automl deep-learning pytorch tabular-data

automl / auto-sklearn
automl,Automated Machine Learning with scikit-learn
Organization: automl
Home Page: https://automl.github.io/auto-sklearn
automl scikit-learn automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search bayesian-optimization metalearning meta-learning smac

autoviml / autoviz
automl,Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
User: autoviml
visualization python3 python xgboost automl scikit-learn machine-learning tableau automl-algorithms tpot

axelderomblay / mlbox
automl,MLBox is a powerful Automated Machine Learning python library.
User: axelderomblay
Home Page: https://mlbox.readthedocs.io/en/latest/
machine-learning auto-ml kaggle deep-learning stacking pipeline optimization preprocessing encoding prediction

climbsrocks / auto_ml
automl,[UNMAINTAINED] Automated machine learning for analytics & production
User: climbsrocks
Home Page: http://auto-ml.readthedocs.io
machine-learning data-science automated-machine-learning gradient-boosting scikit-learn python machine-learning-pipelines machine-learning-library production-ready automl

d-x-y / autodl-projects
automl,Automated deep learning algorithms implemented in PyTorch.
User: d-x-y
nas neural-architecture-search automl pytorch autodl

d-x-y / awesome-autodl
automl,Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
User: d-x-y
neural-architecture-search nas automl deep-learning awesome autodl hyper-parameter-optimization

datamllab / tods
automl,TODS: An Automated Time-series Outlier Detection System
Organization: datamllab
Home Page: http://tods-doc.github.io
outlier-detection automl anomaly-detection machine-learning time-series time-series-anomaly-detection time-series-analysis

deepwisdom / autodl
automl,Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
Organization: deepwisdom
Home Page: http://fuzhi.ai
autodl automl nas feature-engineering model-selection full-automl artificial-intelligence lightgbm resnet pytorch

epistasislab / tpot
automl,A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Organization: epistasislab
Home Page: http://epistasislab.github.io/tpot/
machine-learning python data-science automl automation scikit-learn hyperparameter-optimization model-selection parameter-tuning automated-machine-learning

google-research / morph-net
automl,Fast & Simple Resource-Constrained Learning of Deep Network Structure
Organization: google-research
neural-architecture-search automl tensorflow deep-learning python machine-learning

google / automl
automl,Google Brain AutoML
Organization: google
automl efficientdet object-detection efficientnet efficientnetv2

googlecloudplatform / java-docs-samples
automl,Java and Kotlin Code samples used on cloud.google.com
Organization: googlecloudplatform
Home Page: https://cloud.google.com/java
java kotlin appengine auth automl cdn vision video translate samples

h2oai / h2o-3
automl,H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Organization: h2oai
Home Page: http://h2o.ai
h2o machine-learning data-science deep-learning big-data ensemble-learning gbm random-forest naive-bayes pca

hibayesian / awesome-automl-papers
automl,A curated list of automated machine learning papers, articles, tutorials, slides and projects
User: hibayesian
automated-feature-engineering automl hyperparameter-optimization neural-architecture-search

huaizhengzhang / awesome-system-for-machine-learning
automl,A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
User: huaizhengzhang
Home Page: https://ai-engineering.club/
machine-learning system deep-learning optimization paper resouce-management deep-reinforcement-learning edge-computing computer-system distributed-systems

kakaobrain / fast-autoaugment
automl,Official Implementation of 'Fast AutoAugment' in PyTorch.
Organization: kakaobrain
deep-learning convolutional-neural-networks pytorch augmentation image-classification computer-vision distributed cnn automl automated-machine-learning

keras-team / autokeras
automl,AutoML library for deep learning
Organization: keras-team
Home Page: http://autokeras.com/
automl neural-architecture-search automated-machine-learning python deep-learning machine-learning autodl tensorflow keras

keras-team / keras-tuner
automl,A Hyperparameter Tuning Library for Keras
Organization: keras-team
Home Page: https://keras.io/keras_tuner/
automl deep-learning hyperparameter-optimization keras machine-learning tensorflow

kubeflow / katib
automl,Automated Machine Learning on Kubernetes
Organization: kubeflow
Home Page: https://www.kubeflow.org/docs/components/katib
ai automl huggingface hyperparameter-tuning jax kubeflow kubernetes llm machine-learning mlops

metarank / metarank
automl,A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine
Organization: metarank
Home Page: https://metarank.ai
ranking scala search personalization machine-learning deep-learning data-engineering feature-engineering feature-extraction kubernetes

microsoft / cream
automl,This is a collection of our NAS and Vision Transformer work.
Organization: microsoft
nas automl vision-transformer rpe vit-compression efficiency knowledge-distillation

microsoft / flaml
automl,A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Organization: microsoft
Home Page: https://microsoft.github.io/FLAML/
automl hyperparam automated-machine-learning machine-learning data-science python jupyter-notebook hyperparameter-optimization random-forest scikit-learn

microsoft / nni
automl,An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Organization: microsoft
Home Page: https://nni.readthedocs.io
automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science

milescranmer / pysr
automl,High-Performance Symbolic Regression in Python and Julia
User: milescranmer
Home Page: https://astroautomata.com/PySR
symbolic-regression machine-learning python julia genetic-algorithm automl numpy interpretable-ml data-science explainable-ai

minimaxir / automl-gs
automl,Provide an input CSV and a target field to predict, generate a model + code to run it.
User: minimaxir
python tensorflow keras xgboost machine-learning automl

mit-han-lab / once-for-all
automl,[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Organization: mit-han-lab
Home Page: https://ofa.mit.edu/
tinyml edge-ai efficient-model acceleration nas automl

mit-han-lab / proxylessnas
automl,[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
Organization: mit-han-lab
Home Page: https://hanlab.mit.edu/projects/proxylessNAS/
automl specialization hardware-aware acceleration on-device-ai efficient-model

ml-tooling / best-of-ml-python
automl,🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Organization: ml-tooling
Home Page: https://ml-python.best-of.org
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations

mljar / mljar-supervised
automl,Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Organization: mljar
Home Page: https://mljar.com
automl machine-learning automatic-machine-learning mljar data-science scikit-learn hyperparameter-optimization feature-engineering xgboost random-forest

modelfoxdotdev / modelfox
automl,ModelFox makes it easy to train, deploy, and monitor machine learning models.
Organization: modelfoxdotdev
automl developer-tools elixir elixir-lang go golang javascript js machine-learning mlops python python3 ruby ruby-on-rails rust rust-crate rust-lang rust-library rustlang

neuralmagic / sparseml
automl,Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Organization: neuralmagic
pytorch keras sparsification-recipes tensorflow smaller-models deep-learning-library deep-learning-algorithms deep-learning-models automl pruning-algorithms

nidhaloff / igel
automl,a delightful machine learning tool that allows you to train, test, and use models without writing code
User: nidhaloff
Home Page: https://igel.readthedocs.io/en/latest/
machine-learning machinelearning machine-learning-algorithms machine-learning-library artificial-intelligence neural-network neural-networks sklearn scikit-learn scikitlearn-machine-learning

nixtla / statsforecast
automl,Lightning ⚡️ fast forecasting with statistical and econometric models.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/statsforecast
time-series statistics forecasting arima econometrics machine-learning python exponential-smoothing ets baselines

openvinotoolkit / training_extensions
automl,Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Organization: openvinotoolkit
Home Page: https://openvinotoolkit.github.io/training_extensions/
openvino computer-vision deep-learning pytorch neural-networks-compression quantization hyper-parameter-optimization image-classification image-segmentation object-detection self-supervised-learning semi-supervised-learning transfer-learning action-recognition anomaly-detection datumaro automl machine-learning incremental-learning

quark0 / darts
automl,Differentiable architecture search for convolutional and recurrent networks
User: quark0
Home Page: https://arxiv.org/abs/1806.09055
deep-learning automl image-classification language-modeling pytorch convolutional-networks recurrent-networks neural-architecture-search

ray-project / ray
automl,Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Organization: ray-project
Home Page: https://ray.io
ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization

salesforce / merlion
automl,Merlion: A Machine Learning Framework for Time Series Intelligence
Organization: salesforce
time-series anomaly-detection forecasting machine-learning benchmarking automl ensemble-learning

salesforce / transmogrifai
automl,TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
Organization: salesforce
Home Page: https://transmogrif.ai
ml automl transformations estimators dsl pipelines machine-learning scala salesforce einstein

serengil / tensorflow-101
automl,TensorFlow 101: Introduction to Deep Learning
User: serengil
Home Page: https://www.youtube.com/watch?v=YjYIMs5ZOfc&list=PLsS_1RYmYQQGxpKV44jsxXNgjEpRoW61w&index=2
tensorflow python neural-networks deep-learning machine-learning face-recognition facial-expression-recognition style-transfer autoencoders transfer-learning

shankarpandala / lazypredict
automl,Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
User: shankarpandala
machine-learning automl regression classification

tencent / pocketflow
automl,An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
Organization: tencent
Home Page: https://pocketflow.github.io
deep-learning model-compression mobile-app automl computer-vision

tencentmusic / cube-studio
automl,cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式
Organization: tencentmusic
kubernetes inference mlops workflow ai pytorch spark argo kubeflow automl

tensorflow / adanet
automl,Fast and flexible AutoML with learning guarantees.
Organization: tensorflow
Home Page: https://adanet.readthedocs.io
automl tensorflow learning-theory deep-learning neural-architecture-search gpu machine-learning ensemble tpu python

thumnlab / autogl
automl,An autoML framework & toolkit for machine learning on graphs.
Organization: thumnlab
Home Page: http://mn.cs.tsinghua.edu.cn/AutoGL/
automl deep-learning graph-neural-networks hyper-parameter-optimization machine-learning neural-architecture-search pytorch pytorch-geometric

tobegit3hub / advisor
automl,Open-source implementation of Google Vizier for hyper parameters tuning
User: tobegit3hub
Home Page: https://advisor.readthedocs.io
ml dl hyperparameters optimization blackbox algorithm tunning automl

zenml-io / zenml
automl,ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
Organization: zenml-io
Home Page: https://zenml.io
mlops machine-learning data-science production-ready devops-tools zenml pipelines metadata-tracking deep-learning pytorch