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microsoft / onnxruntime
C++ 0 0
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
machine-learning deep-learning pytorch tensorflow neural-networks scikit-learn ai-framework hardware-acceleration onnx
Обновлено 2024-11-20 05:08:56 +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 2024-11-20 04:04:47 +03:00
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 2024-11-19 01:55:46 +03:00
microsoft / tutel
Python 0 0
Tutel MoE: An Optimized Mixture-of-Experts Implementation
pytorch nlp transformer mixture-of-experts moe
Обновлено 2024-11-18 06:00:53 +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 2024-11-16 00:52:33 +03:00
xamarin / TorchSharp
C# 0 0
A .NET library that provides access to the library that powers PyTorch.
Обновлено 2024-11-12 18:27:12 +03:00
dotnet / TorchSharp
C# 0 0
A .NET library that provides access to the library that powers PyTorch.
Обновлено 2024-11-12 18:27:12 +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 2024-10-23 20:40:41 +03:00
microsoft / multiview-human-pose-estimation-pytorch
Python 0 0
This is an official Pytorch implementation of "Cross View Fusion for 3D Human Pose Estimation, ICCV 2019".
Обновлено 2024-08-31 02:46:56 +03:00
microsoft / nn-Meter
PureBasic 0 0
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
machine-learning python deep-learning pytorch neural-architecture-search deep-neural-networks edge-computing latency inference edge-ai efficient-model onnx-models tensorflow-models
Обновлено 2024-07-31 00:16:53 +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 / pai
JavaScript 0 0
Resource scheduling and cluster management for AI
machine-learning tensorflow ai jupyter pytorch artificial-intelligence model-training kubernetes gpu-scheduler on-premise resource-management scheduling chainer cloud cluster-management cluster-manager gpu gpu-cluster gpu-computing
Обновлено 2024-06-06 10:56:06 +03:00
microsoft / Windows-Machine-Learning
PureBasic 0 0
Samples and Tools for Windows ML.
machine-learning deep-learning windows pytorch ai ml tensorflow scikit-learn neural-network onnx keras coreml caffe2 winmltools
Обновлено 2024-05-28 23:28:15 +03:00
microsoft / UniSpeech
Python 0 0
UniSpeech - Large Scale Self-Supervised Learning for Speech
pytorch speech diarization speaker-verification speech-diarization speech-processing speech-recognition speech-separation
Обновлено 2024-04-05 16:14:48 +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 / 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 / mup
Jupyter Notebook 0 0
maximal update parametrization (µP)
machine-learning python deep-learning pytorch transformers mup mutransfer
Обновлено 2023-10-21 06:45:36 +03:00
microsoft / opstractor
TypeScript 0 0
An extension to trace, extract, and measure ops from running PyTorch models
Обновлено 2023-10-06 14:40:20 +03:00
microsoft / fl-simulation
Python 0 0
A flexible framework for running experiments with PyTorch models in a simulated Federated Learning (FL) environment.
Обновлено 2023-08-11 23:02:52 +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 / Distilled-Sentence-Embedding
Python 0 0
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding (AAAI 2020) - PyTorch Implementation
Обновлено 2023-07-25 19:48:26 +03:00
microsoft / voxelpose-pytorch
Python 0 0
Official implementation of "VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment"
Обновлено 2023-07-24 03:45:42 +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 / onnxruntime-pytorch
0 0
Обновлено 2023-07-12 10:36:13 +03:00
microsoft / EdgeML
C++ 0 0
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
microsoft machine-learning deep-learning cpp pytorch tensorflow machine-learning-algorithms edge-computing iot-device protonn resource-constrained-ml sensor bonsai classifier edge-devices edge-machine-learning emi-rnn fastgrnn fastrnn microsoft-research
Обновлено 2023-07-07 00:42:22 +03:00
microsoft / libtorchWithDeps
Markdown 0 0
C++ bindings for pytorch
Обновлено 2023-06-27 16:00:20 +03:00
microsoft / transductive-vos.pytorch
Python 0 0
a transductive approach for video object segmentation
cvpr2020 davis-challenge semi-supervised video-object-segmentation vos youtube-vos
Обновлено 2023-06-27 15:56:56 +03:00
microsoft / transformers
Python 0 0
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Обновлено 2023-06-13 00:30:31 +03:00
microsoft / huggingface-transformers
Python 0 0
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Обновлено 2023-06-13 00:30:31 +03:00