12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
machine-learning
python
data-science
ml
scikit-learn
r
machine-learning-algorithms
machinelearning
education
scikit-learn-python
machinelearning-python
Обновлено 2024-09-14 09:32:19 +03:00
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Обновлено 2024-09-09 22:56:21 +03:00
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
machine-learning
deep-learning
data-science
python
automated-machine-learning
natural-language-processing
hyperparameter-optimization
automl
jupyter-notebook
timeseries-forecasting
tuning
classification
finetuning
hyperparam
natural-language-generation
random-forest
regression
scikit-learn
tabular-data
Обновлено 2024-09-06 07:00:13 +03:00
10 Weeks, 20 Lessons, Data Science for All!
Обновлено 2024-08-27 19:00:02 +03:00
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
Обновлено 2024-08-08 18:36:05 +03:00
GLUE is a lightweight, Python-based collection of scripts to support you at succeeding with speech and text use-cases based on Microsoft Azure Cognitive Services.
Обновлено 2024-06-18 03:26:03 +03:00
Free tech resources for faculty, students, researchers, life-long learners, and academic community builders for use in tech based courses, workshops, and hackathons.
azure
python
workshops
hackathons
labs
classroom
computer-science
faculty
students
tech
tech-resources
tech-talks
Обновлено 2024-06-05 18:04:19 +03:00
A library of workshops written by and for Microsoft Learn Student Ambassadors and Cloud Advocates and their local communities
Обновлено 2024-01-20 01:38:58 +03:00
maximal update parametrization (µP)
Обновлено 2023-10-21 06:45:36 +03:00
Best Practices, code samples, and documentation for Computer Vision.
microsoft
azure
machine-learning
python
deep-learning
data-science
computer-vision
kubernetes
artificial-intelligence
object-detection
tutorial
jupyter-notebook
convolutional-neural-networks
image-classification
image-processing
operationalization
similarity
Обновлено 2023-10-18 19:13:00 +03:00
Example notebooks for pywwt, the Python interface to the AAS WorldWide Telescope
Обновлено 2023-09-16 03:46:34 +03:00
🌱 Join a community of developers at Microsoft Reactor and connect with people, skills, and technology to build your career or personal learning. We offer free livestreams, on-demand content, and hybrid/in-person events daily around the world. Access our projects and code here.
dotnet
azure
python
data-science
nodejs
ai
ml
mixed-reality
devops
iot
web
data
cloud
events
low-code
live-streaming
meetup
no-code
personal-de
Обновлено 2023-09-01 14:55:23 +03:00
Debugging, monitoring and visualization for Python Machine Learning and Data Science
machine-learning
python
deep-learning
data-science
ai
monitoring
reinforcement-learning
jupyter
jupyter-notebook
debugging
deeplearning
debug
machinelearning
explainable-ai
explainable-ml
saliency
debugging-tool
model-visualization
Обновлено 2023-08-30 10:47:36 +03:00
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
machine-learning
python
data-science
ner
synthetic-data
synthetic-data-generation
data-generation
ocr-recognition
synthetic-images
text-alignment
Обновлено 2023-07-20 18:03:32 +03:00
Python SDK for the Microsoft Emotion API, part of Cognitive Services
Обновлено 2023-06-27 16:07:21 +03:00
Jupyter Notebook with Python samples for the Cognitive Services Computer Vision API
Обновлено 2023-06-27 16:07:21 +03:00
Advanced analytics samples and templates with Python for ML Server
Обновлено 2023-06-12 23:27:15 +03:00
This project created to analyze, compare and identify whale tails from the Kaggle competition dataset, "Humpback Whale Identification Challenge". It is written in Python, and uses the Keras API with Tensorflow backend. The project implemented both a Siamese Network and a SoftMax classifier with center loss.
Обновлено 2023-06-12 22:29:42 +03:00
IPython Extension for Cosmos SQL
Обновлено 2023-03-28 19:44:39 +03:00
A site that displays up to date COVID-19 stats, powered by fastpages.
github-actions
analytics
data-science
github-pages
jupyter
python
covid19
data-visualisation
fastai
fastpages
papermill
pymc3
matplotlib
nteract
altair
covid-19
covid-data
Обновлено 2022-11-11 15:38:49 +03:00
Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)
azure
python
machine-learning
deep-learning
data-science
r
ai
ml
big-data
sqlserver
data-analysis
dsvm
Обновлено 2022-09-18 21:35:33 +03:00
Main purpose of this repo is to generate fake data to support demos, tests and sandboxes. This repo contains open source code in python, designed to work inside a Synapse workspace. It is built inside a Synapse notebook which fills all the tables of any industry database model.
Обновлено 2022-06-12 22:11:05 +03:00
Datasets, tools, and benchmarks for representation learning of code.
machine-learning
deep-learning
data-science
ml
python
tensorflow
neural-networks
open-data
datasets
cnn
machine-learning-on-source-code
natural-language-processing
nlp
nlp-machine-learning
bert
programming-language-theory
representation-learning
rnn
self-attention
data
Обновлено 2022-01-31 12:25:07 +03:00
A self-driven Python course by Dmitry Soshnikov for presentation as a scalable bootcamp
Обновлено 2021-11-21 05:35:21 +03:00
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
Sample code for Channel 9 Python for Beginners course
Обновлено 2020-10-14 19:44:17 +03:00
Architecture for deploying real-time scoring of machine learning models using Azure Machine Learning
Обновлено 2020-08-27 21:49:15 +03:00
Sample code for Channel 9 Python for Beginners course
Обновлено 2020-07-13 19:33:16 +03:00
Deploying a Batch Scoring Pipeline for Python Models
Обновлено 2020-01-28 22:21:04 +03:00
How to deploy Python models on a Kubernetes cluster
Обновлено 2019-02-01 22:07:32 +03:00