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a-collection-of-important-tasks-in-pytorch

Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!

ai_tour

Tutorials presented at the Microsoft AI+ Tour 2019

coursera_pml

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

courses-1

fast.ai Courses

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep_kmeans

Sample R code implementing the "Deep K-Means" algorithm

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deepschool.io

Deep Learning tutorials in jupyter notebooks.

developingdataproducts

Coursera Developing Data Products Project

dqn_pytorch

Example of a Deep Q-Network with PyTorch that learns to play Atari Space Invaders

dscapstone

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

fine-tuning-bert-for-text-classification

getandcleaningdata

Repository for the project of the course "Getting and Cleaning Data", John Hopkins University

graphsage-simple

Simple reference implementation of GraphSAGE.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hivekvstoragehandler

This is an implementation of a Hive Storage Handler for Oracle NoSQL Database v1

hivekvstoragehandler2

Hive Storage Handler for Oracle NoSQL Database v2

ignite2019-pre-day

image_classification

An implementation (in R) of a not so usual "deep learning" architecture using K-Means and SVM

machinelearningnotebooks

Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.

mlads_fall_2020_rl_on_aml_lab

Microsoft MLADS Fall 2020 lab - Reinforcement Learning with Azure ML: Beyond Games

mlops-templates

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

move37

Coding Demos from the School of AI's Move37 Course

nemo-sentence-transformer

Refactor a Sentence Transformer model using NVIDIA NeMo

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera