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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 2024-10-17 20:50:55 +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 2024-10-17 12:09:06 +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 2024-10-16 21:50:20 +03:00
microsoft / tutel
Python 0 0
Tutel MoE: An Optimized Mixture-of-Experts Implementation
pytorch nlp transformer mixture-of-experts moe
Обновлено 2024-09-13 14:49:34 +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 / 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 / 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 / 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 / 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 / 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
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 / pytorch_od
Python 0 0
PyTorch ObjectDetection Modules and ONNX ops
Обновлено 2023-06-12 21:23:12 +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 / DialoGPT
Python 0 0
Large-scale pretraining for dialogue
machine-learning pytorch transformer dialogue data-processing dialogpt gpt-2 text-data text-generation
Обновлено 2022-10-18 02:41:52 +03:00
microsoft / MMdnn
Python 0 0
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
tensorflow pytorch visualization onnx cntk keras caffe coreml darknet model-converter mxnet
Обновлено 2022-09-23 02:59:07 +03:00
microsoft / Bringing-Old-Photos-Back-to-Life
Python 0 0
Bringing Old Photo Back to Life (CVPR 2020 oral)
pytorch photos gans generative-adversarial-network image-manipulation image-restoration old-photo-restoration photo-restoration
Обновлено 2022-07-23 09:52:29 +03:00
microsoft / PyMarlin
Python 0 0
Lightweight Deep Learning Model Training library based on PyTorch
Обновлено 2022-06-08 20:36:02 +03:00
microsoft / ptgnn
Python 0 0
A PyTorch Graph Neural Network Library
deep-learning pytorch geometric-deep-learning gnn graph-neural-networks
Обновлено 2022-02-01 20:31:29 +03:00
microsoft / mi-module-zoo
Python 0 0
Common PyTorch Modules
deep-learning pytorch transformer
Обновлено 2021-10-18 13:52:28 +03:00
Unity-Technologies / metrics
Python 0 0
Machine learning metrics for distributed, scalable PyTorch applications.
Обновлено 2021-09-14 14:47:59 +03:00