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microsoft / torchgeo
Python 0 0
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
deep-learning pytorch datasets earth-observation models remote-sensing torchvision transforms
Обновлено 2024-09-16 02:39:57 +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 / 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 / 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 / CoCosNet-v2
Python 0 0
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation
deep-learning computer-vision pytorch generative-adversarial-network image-manipulation gans cocosnet image-synthesis image-translation image-generation
Обновлено 2024-07-25 14:07:42 +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 / muzic
Python 0 0
Muzic: Music Understanding and Generation with Artificial Intelligence
deep-learning ai-music music music-composition
Обновлено 2024-06-10 14:27:00 +03:00
microsoft / Graphormer
Python 0 0
Graphormer is a general-purpose deep learning backbone for molecular modeling.
deep-learning graph transformer ai4science molecule-simulation
Обновлено 2024-05-28 09:22:34 +03:00
microsoft / InnerEye-DeepLearning
Python 0 0
Medical Imaging Deep Learning library to train and deploy 3D segmentation models on Azure Machine Learning
deep-learning azure healthcare medical-imaging
Обновлено 2024-03-21 12:43:17 +03:00
microsoft / LoRA
Python 0 0
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
deep-learning pytorch language-model roberta gpt-2 adaptation deberta gpt-3 lora low-rank
Обновлено 2024-01-09 18:03:18 +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
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
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 / COCO-LM
Python 0 0
[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
deep-learning natural-language-processing representation-learning transformers language-model natural-language-understanding pretraining contrastive-learning pretrained-language-model
Обновлено 2023-07-25 17:21:55 +03:00
microsoft / NeuronBlocks
Python 0 0
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
deep-learning pytorch natural-language-processing artificial-intelligence dnn question-answering model-compression text-classification knowledge-distillation text-matching qna sequence-labeling
Обновлено 2023-07-22 06:07:54 +03:00
microsoft / ProDA
Python 0 0
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
deep-learning computer-vision neural-network semantic-segmentation semi-supervised-learning domain-adaptation pseudo-label
Обновлено 2023-07-07 00:28:52 +03:00
microsoft / Emoji2recipe
Python 0 0
Recipe prediction model from emojis
deep-learning emojis word-embeddings
Обновлено 2023-06-12 22:30:52 +03:00
microsoft / snca.pytorch
Python 0 0
Improving Generalization via Scalable Neighborhood Component Analysis
deep-learning computer-vision transfer-learning visual-recognition eccv-2018 few-shot-learning nearest-neighbors
Обновлено 2023-06-12 22:02:13 +03:00
microsoft / petridishnn
Python 0 0
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
deep-learning automl neural-architecture-search image-classification cifar-100 cifar10 deep-learning-algorithms imagenet
Обновлено 2023-06-12 21:22:32 +03:00
microsoft / TREC-2019-Deep-Learning
Python 0 0
Website for the TREC Deep Learning Track 2019
Обновлено 2023-06-12 21:21:58 +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
microsoft / SpareNet
Python 0 0
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)
deep-learning neural-network generative-adversarial-network differentiable-renderer point-cloud point-cloud-completion
Обновлено 2023-04-19 00:04:59 +03:00
microsoft / CoCosNet
Python 0 0
Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)
deep-learning computer-vision pytorch generative-adversarial-network gans image-manipulation cocosnet image-synthesis image-translation
Обновлено 2022-12-07 08:35:12 +03:00
microsoft / human-pose-estimation.pytorch
Python 0 0
The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"
deep-learning human-pose-estimation coco-keypoints-detection mpii-dataset mscoco-keypoint
Обновлено 2022-11-28 22:11:04 +03:00
microsoft / nlp-recipes
Python 0 0
Natural Language Processing Best Practices & Examples
machine-learning deep-learning nlp natural-language-processing best-practices text-classification natural-language-understanding nlu azure-ml text mlflow pretrained-models nli natural-language natural-language-inference sota transfomer
Обновлено 2022-08-29 16:59:54 +03:00
microsoft / CvT
Python 0 0
This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
deep-learning computer-vision classification imagenet cvt
Обновлено 2022-06-22 07:21:09 +03:00
microsoft / openpai-runtime
Python 0 0
Runtime for deep learning workload
deep-learning kubernetes runtime
Обновлено 2022-05-24 10:57:43 +03:00
Unity-Technologies / Robotics-Object-Pose-Estimation
Python 0 0
A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
unity machine-learning deep-learning computer-vision robotics manipulation perception physics-simulation pose-estimation robotics-simulation simulation ur3-robot-arm ros urdf motion-planning synthetic-data trajectory-generation tutorial model-training autonomy
Обновлено 2022-04-13 20:50:31 +03:00