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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 / 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 2024-10-17 09:34:07 +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 / 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 / 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 / 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 / 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 / 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 / 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 / AzureML-BERT
Jupyter Notebook 0 0
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
nlp pytorch azure-machine-learning language-model bert tuning finetuning pretraining azureml-bert bert-model pretrained-models
Обновлено 2023-06-12 21:59:00 +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 / 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
Unity-Technologies / datasetinsights
Jupyter Notebook 0 0
Synthetic Dataset Insights
machine-learning computer-vision pytorch synthetic-datasets unity-simulation
Обновлено 2022-09-23 22:35:49 +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 / 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
Azure / machine-learning-at-scale
Markdown 0 0
machine learning at scale on Azure Machine Learning
azure pytorch azure-machine-learning lightgbm dask nni ray
Обновлено 2021-11-18 15:48:14 +03:00
Azure / nlp-samples
Shell 0 0
Japanese NLP sample codes
azure pytorch nlp azure-machine-learning transformers gpt2 huggingface
Обновлено 2021-10-19 17:45:33 +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
mozilla / TTS
Jupyter Notebook 0 0
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
python deep-learning pytorch speech melgan multiband-melgan speaker-encoder tacotron tacotron2 tensorflow2 text-to-speech tts vocoder dataset-analysis gantts glow-tts
Обновлено 2021-02-18 21:24:03 +03:00
microsoft / MSR-NLP-Projects
Markdown 0 0
This is a list of open-source projects at Microsoft Research NLP Group
pytorch nlp natural-language-processing dialogue grounded-generation language-models
Обновлено 2020-09-30 01:11:02 +03:00