MLOS is a Data Science powered infrastructure and methodology to democratize and automate Performance Engineering. MLOS enables continuous, instance-based, robust, and trackable systems optimization.
Обновлено 2024-11-24 03:58:46 +03:00
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 2024-11-22 22:18:21 +03:00
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 2024-11-22 19:51:17 +03:00
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 2024-11-22 01:17:04 +03:00
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 2024-11-18 12:48:34 +03:00
Hummingbird compiles trained ML models into tensor computation for faster inference.
Обновлено 2024-11-16 00:52:33 +03:00
Azure IoT extension for Azure CLI
azure
iot
cicd
azure-cli
command-line
azure-iot
azure-cli-extension
iot-edge
azure-iot-edge
azure-iothub
azure-device-update
azure-iot-automation
azure-iot-central
azure-iot-devops
azure-iot-dps
azure-iot-dt
azure-iot-extension
iot-cli
iot-extension
Обновлено 2024-11-15 21:55:10 +03:00
A set of type stubs for popular Python packages. These are works in progress from the Microsoft Python team and others, with the intent that they are contributed to typeshed or to the associated packages once sufficiently complete.
Обновлено 2024-11-08 18:16:46 +03:00
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 2024-10-31 16:38:58 +03:00
A Python package for generating concise, high-quality summaries of a probability distribution
Обновлено 2024-10-26 06:05:53 +03:00
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
Muzic: Music Understanding and Generation with Artificial Intelligence
Обновлено 2024-10-12 10:58:40 +03:00
Python package for graph statistics
Обновлено 2024-10-09 19:41:04 +03:00
Jacdac support for CircuitPython
Обновлено 2024-10-01 23:34:53 +03:00
Cognitive Service Decision Service Plugin Framework
Обновлено 2024-09-25 13:57:54 +03:00
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
More efficient exploration for reinforcement learning in two-player, zero-sum game
Обновлено 2024-07-31 00:31:19 +03:00
A research project for natural language generation, containing the official implementations by MSRA NLC team.
Обновлено 2024-07-25 14:27:07 +03:00
An official implementation for " UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation"
video
localization
segmentation
caption-task
coin
joint
msrvtt
multimodal-sentiment-analysis
multimodality
pretrain
pretraining
retrieval-task
video-language
video-text
video-text-retrieval
youcookii
alignment
caption
Обновлено 2024-07-25 14:07:31 +03:00
Official repository for our NeurIPS 2021 paper "Unadversarial Examples: Designing Objects for Robust Vision"
Обновлено 2024-07-25 14:04:47 +03:00
This is a collection of our NAS and Vision Transformer work.
Обновлено 2024-07-25 13:29:13 +03:00
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
object-detection
image-classification
semantic-segmentation
imagenet
swin-transformer
ade20k
mask-rcnn
mscoco
Обновлено 2024-07-15 18:00:32 +03:00
Dataset of Government Open Source Policies
Обновлено 2024-07-06 05:15:10 +03:00
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
Collection of quickstart guides using a Raspberry Pi and Azure services
Обновлено 2024-06-18 04:28:07 +03:00
Multi-species bioacoustic classification using deep learning algorithms
Обновлено 2024-06-18 01:58:08 +03:00
A GitOps Connector integrates a GitOps operator with CI/CD orchestrator
Обновлено 2024-06-15 21:05:12 +03:00
Graphormer is a general-purpose deep learning backbone for molecular modeling.
Обновлено 2024-05-28 09:22:34 +03:00
Decision task for marian-dev
Обновлено 2024-05-21 01:05:14 +03:00