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quic /aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

open-source machine-learning opensource deep-neural-networks compression deep-learning pruning quantization auto-ml network-quantization network-compression

UpdatedMar 17, 2025
Python

libra

Palashio /libra

Ergonomic machine learning for everyone.

machine-learning neural-networks auto-ml

UpdatedJun 12, 2023
Python

MLBox

AxeldeRomblay /MLBox

MLBox is a powerful Automated Machine Learning python library.

encoding data-science machine-learning deep-learning pipeline optimization keras regression prediction distributed kaggle xgboost classification lightgbm preprocessing drift automl stacking automated-machine-learning auto-ml

UpdatedAug 6, 2023
Python

ClimbsRocks /machineJS

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

javascript data-science machine-learning scikit-learn machine-learning-algorithms ml javascript-library kaggle machine-learning-library data-scientists automl numerai automated-machine-learning auto-ml

UpdatedAug 29, 2016
Python

NLeSC /mcfly

A deep learning tool for time series classification and regression

deep-learning time-series auto-ml

UpdatedSep 3, 2024
JavaScript

mikekeith52 /scalecast

The practitioner's forecasting library

python data-science machine-learning deep-learning time-series scikit-learn keras pandas recurrent-neural-networks lstm forecasting easy-to-use vecm auto-ml msis scikit-learn-python mase smape

UpdatedMar 16, 2025
Python

Epistimio /orion

Asynchronous Distributed Hyperparameter Optimization.

machine-learning deep-neural-networks research deep-learning hyperparameter-optimization auto-ml

UpdatedJan 30, 2025
Python

ianwhale /nsga-net

NSGA-Net, a Neural Architecture Search Algorithm

deep-learning pytorch evolutionary-computation nsga-ii auto-ml neural-architecture-search

UpdatedAug 19, 2019
Python

Bisonai /awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

iot edge awesome-list pruning quantization auto-ml edge-machine-learning federated-learning embedded-machine-learning mobile-machine-learning efficient-architectures edge-deep-learning

UpdatedFeb 23, 2023
Python

walkerning /aw_nas

aw_nas: A Modularized and Extensible NAS Framework

deep-neural-networks auto-ml neural-architecture-search

UpdatedOct 3, 2023
Python

changlin31 /DNA

(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation

deep-learning pytorch image-classification nas auto-ml neural-architecture-search

UpdatedSep 23, 2021
Python

Alex-Lekov /AutoML_Alex

State-of-the art Automated Machine Learning python library for Tabular Data

python data-science machine-learning sklearn cross-validation ml model-selection xgboost hyperparameter-optimization machine-learning-library hyperparameter-tuning optimisation automl stacking auto-ml machine-learning-models automatic-machine-learning data-science-projects stacking-ensemble

UpdatedOct 4, 2023
Python

HanXinzi-AI /awesome-python-machine-learning-resources

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

nlp data-science machine-learning text-mining data-mining awesome deep-learning time-series tensorflow sklearn machine-learning-algorithms cv data-visualization pytorch fintech data-analysis awesome-list recommender-system auto-ml

UpdatedJun 6, 2024

mikelzc1990 /nsganetv2

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

evolutionary-algorithms multi-objective-optimization auto-ml neural-architecture-search

UpdatedApr 15, 2022
Python

negrinho /deep_architect_legacy

DeepArchitect: Automatically Designing and Training Deep Architectures

machine-learning deep-learning hyperparameter-optimization auto-ml neural-architecture-search architecture-search automatic-machine-learning

UpdatedOct 1, 2019
Python

negrinho /deep_architect

A general, modular, and programmable architecture search framework

machine-learning deep-neural-networks deep-learning tensorflow pytorch neural-networks colab hyperparameter-optimization auto-ml neural-architecture-search architecture-search automatic-machine-learning colab-notebook

UpdatedMar 24, 2023
Python

ajayarunachalam /Deep_XF

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

python machine-learning deep-neural-networks timeseries deep-learning time-series forecasting multivariate ecg-signal sensors forecasting-models time-series-analysis auto-ml interpretable-ai explainable-ml siamese-neural-network auto-timeseries nowcasting-models

UpdatedDec 8, 2022
Jupyter Notebook

nylon

Palashio /nylon

An intelligent, flexible grammar of machine learning.

data-science machine-learning grammar auto-ml

UpdatedJul 29, 2021
Python

dlab-berkeley /Python-Machine-Learning

D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python.

python machine-learning clustering scikit-learn regression classification auto-ml

UpdatedMar 1, 2025
Jupyter Notebook

xplainable /xplainable

Real-time explainable machine learning for business optimisation

python data-science machine-learning statistics machine-learning-algorithms prediction data-analytics predictions auto-ml explainable-ai explainable-ml xai shap xplainable

UpdatedSep 17, 2024
Python

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