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mozilla / bugbug
Python 0 0
Platform for Machine Learning projects on Software Engineering
hacktoberfest machine-learning software-engineering
Обновлено 2024-09-16 06:14:46 +03:00
Azure / RAI-vNext-Preview
Python 0 0
A Repository for the public preview of Responsible AI in AML vNext
machine-learning azureml azuremachinelearning
Обновлено 2024-09-13 01:24:07 +03:00
microsoft / DeepSpeed
Python 0 0
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
machine-learning deep-learning pytorch gpu compression billion-parameters data-parallelism inference mixture-of-experts model-parallelism pipeline-parallelism trillion-parameters zero
Обновлено 2024-09-13 00:12:52 +03:00
microsoft / qlib
Python 0 0
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
machine-learning deep-learning python platform research finance algorithmic-trading auto-quant fintech investment paper quant quant-dataset quant-models quantitative-finance quantitative-trading research-paper stock-data
Обновлено 2024-09-12 18:44:27 +03:00
microsoft / recommenders
Python 0 0
Best Practices on Recommendation Systems
azure microsoft machine-learning python deep-learning kubernetes data-science artificial-intelligence jupyter-notebook tutorial operationalization ranking rating recommendation recommendation-algorithm recommendation-engine recommendation-system recommender
Обновлено 2024-09-11 11:50:56 +03:00
microsoft / 0xDeCA10B
Python 0 0
Sharing Updatable Models (SUM) on Blockchain
machine-learning python react ai ml artificial-intelligence node economics blockchain ethereum prediction-mar prediction-market smart-contracts truffle
Обновлено 2024-09-11 00:34:15 +03:00
microsoft / hi-ml
Python 0 0
HI-ML toolbox for deep learning for medical imaging and Azure integration
azure machine-learning python deep-learning ai ml azureml mlops healthcare health
Обновлено 2024-09-03 14:16:21 +03:00
microsoft / dowhy
Python 0 0
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
machine-learning data-science causal-inference causality treatment-effects bayesian-networks causal-machine-learning causal-models do-calculus graphical-models python3
Обновлено 2024-08-29 21:13:51 +03:00
microsoft / hummingbird
Python 0 0
Hummingbird compiles trained ML models into tensor computation for faster inference.
machine-learning pytorch neural-networks scikit-learn tensor-computation
Обновлено 2024-08-23 12:06:25 +03:00
microsoft / ORBIT-Dataset
Python 0 0
The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.
microsoft machine-learning computer-vision video benchmark dataset classification few-shot-learning meta-learning object-recognition
Обновлено 2024-08-13 03:27:45 +03:00
microsoft / presidio-research
Python 0 0
This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.
machine-learning deep-learning nlp natural-language-processing privacy ner transformers pii named-entity-recognition spacy flair
Обновлено 2024-08-07 19:17:23 +03:00
microsoft / dstoolkit-mlops-base
Python 0 0
Support ML teams to accelerate their model deployment to production leveraging Azure
mlops dstoolkit azure-machine-learning
Обновлено 2024-08-05 10:21:15 +03:00
Azure / Azure-Machine-Learning-Adoption-Framework
Python 0 0
this repo provides best practice guidance, plan template, solution assessment tool etc. to help Machine Learning Studio(classic) customer adopt Azure Machine Learning.
Обновлено 2024-07-23 05:46:51 +03:00
microsoft / graspologic
Python 0 0
Python package for graph statistics
machine-learning python data-science graph graph-statistics networks
Обновлено 2024-07-23 01:36:30 +03:00
microsoft / nni
Python 0 0
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
machine-learning deep-learning data-science python tensorflow mlops pytorch hyperparameter-optimization hyperparameter-tuning machine-learning-algorithms model-compression nas neural-architecture-search neural-network automated-machine-learning automl bayesian-optimization deep-neural-network distributed feature-engineering
Обновлено 2024-07-03 13:54:08 +03:00
microsoft / belugasounds
Python 0 0
Using machine learning to detect beluga whale calls in hydrophone recordings
machine-learning aiforearth acoustics bioacoustics biodiversity noaa
Обновлено 2024-06-18 01:58:02 +03:00
microsoft / onnxconverter-common
Python 0 0
Common utilities for ONNX converters
machine-learning python-library onnx
Обновлено 2024-06-14 03:56:41 +03:00
microsoft / msrflute
Python 0 0
Federated Learning Utilities and Tools for Experimentation
machine-learning pytorch simulation gloo nccl personalization privacy-tools transformers-models distributed-learning federated-learning
Обновлено 2024-01-11 22:20:09 +03:00
microsoft / archai
Python 0 0
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
machine-learning deep-learning python pytorch hyperparameter-optimization automated-machine-learning automl model-compression nas neural-architecture-search darts petridish
Обновлено 2023-12-22 22:29:11 +03:00
microsoft / robustdg
Python 0 0
Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.
machine-learning artificial-intelligence causality domain-generalization privacy-preserving-machine-learning
Обновлено 2023-10-03 07:31:52 +03:00
microsoft / event-vae-rl
Python 0 0
Visuomotor policies from event-based cameras through representation learning and reinforcement learning. Accompanies our paper: https://arxiv.org/abs/2103.00806
machine-learning reinforcement-learning airsim representation-learning event-camera uav
Обновлено 2023-08-15 00:50:21 +03:00
Azure / mlops-project-template
Python 0 0
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
azure microsoft machine-learning deep-learning devops azureml mlops azuremachinelearning mlops-environment mlops-template mlops-workflow
Обновлено 2023-07-28 08:11:02 +03:00
mozilla / DeepSpeech-examples
Python 0 0
Examples of how to use or integrate DeepSpeech
dotnet machine-learning python nodejs examples speech-recognition deepspeech
Обновлено 2023-07-25 21:07:54 +03:00
microsoft / LiST
Python 0 0
Lite Self-Training
deep-learning pytorch nlp machine-learning-algorithms few-shot-learning nlu liteweight prompt-based
Обновлено 2023-07-25 20:31:38 +03:00
microsoft / hack-workshop-iot
Python 0 0
Workshop for student hackathons focused on IoT dev
machine-learning python ai iot ml raspberry-pi hackathon workshop customvision
Обновлено 2023-07-25 12:28:46 +03:00
microsoft / ASTRA
Python 0 0
Self-training with Weak Supervision (NAACL 2021)
machine-learning nlp weak-supervision weakly-supervised-learning
Обновлено 2023-07-25 01:35:52 +03:00
microsoft / python-sklearn-regression-cookiecutter
Python 0 0
Cookiecutter template for testing Python scikit-learn regression learners.
machine-learning python template scikit-learn cookiecutter
Обновлено 2023-06-12 22:39:27 +03:00
Azure / MLInsider-MLOps
Python 0 0
Azure Machine Learning と GitHub を利用した MLOps のサンプルコード
azure microsoft python machine-learning devops azure-machine-learning mlops scikit-learn responsible-ai pytest mypy
Обновлено 2023-06-07 05:04:08 +03:00
Azure / AML-AirField
Python 0 0
Ready to use scoring engines for Image, Text and Time Series
azure-machine-learning azure-ml
Обновлено 2023-05-31 21:48:19 +03:00
microsoft / forecasting
Python 0 0
Time Series Forecasting Best Practices & Examples
machine-learning python deep-learning artificial-intelligence r best-practices jupyter-notebook automl lightgbm hyperparameter-tuning model-deployment prophet retail tidyverse time-series azure-ml demand-forecasting dilated-cnn forecasting
Обновлено 2023-05-01 00:54:37 +03:00