EdgeML

microsoft•PUBLIC

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This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

bonsaiclassifiercppdeep-learningedge-computingedge-devices

Other

Created on Aug 2, 2017

Updated on Apr 9, 2026

Stars

1.7k

Forks

386

Watchers

1.7k

Open Issues

36

Repository Health Score

💛

76/100

Good

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Issues Analytics

35

Total Issues

All time

8

Open

23% of total

27

Closed

77% of total

1mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#251 SeeDot-dev.py only working for fastgrnn

22

open

Recent Commits

Auto merge mandatory file pr

microsoft-github-policy-service[bot]•3 years ago

81025fcView on GitHub

Microsoft mandatory file

microsoft-github-policy-service[bot]•3 years ago

9e3d9feView on GitHub

Merge pull request #248 from microsoft/fixes

Shikhar Jaiswal•4 years ago

c6d0760View on GitHub

Fixes to Shiftry

Shikhar Jaiswal•4 years ago

9930027View on GitHub

Shiftry Release Code (#213)

Aayan Kumar•4 years ago

ef9f8a7View on GitHub

KWS Fix (#225)

Moksh Jain•5 years ago

c7349ddView on GitHub

Rnnpool facedetection (#215)

Oindrila Saha•5 years ago

e4d5255View on GitHub

Merge pull request #218 from ShikharJ/Test

Harsha Vardhan Simhadri•5 years ago

5f0b6e8View on GitHub

Update README

ShikharJ•5 years ago

f10b009View on GitHub

Add FastGRNNCUDA to FastCells and Fix torch.randn() Argument Errors

ShikharJ•5 years ago

635c899View on GitHub

Update pytorch/requirements

ShikharJ•5 years ago

9020ed3View on GitHub

Update c_reference README.md

ShikharJ•5 years ago

f17265fView on GitHub

Refactor FastGRNN CUDA Setup

ShikharJ•5 years ago

fe750ecView on GitHub

Update Citation and Bump Version (#207)

Shikhar Jaiswal•5 years ago

cbba9f8View on GitHub

Implement Sparse Face Detection Model (#212)

Shikhar Jaiswal•5 years ago

ce9ea3fView on GitHub

View all commits

edge-machine-learning

emi-rnn

fastgrnn

fastrnn

iot-device

machine-learning

machine-learning-algorithms

microsoft

microsoft-research

protonn

pytorch

resource-constrained-ml

sensor

tensorflow

Community

1,666 stars, 386 forks

6/30

20%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

2.2% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

C++

68.3%

C

12.2%

Fortran

8.8%

Python

7.6%

CMake

1.4%

Cuda

1.1%

Shell

0.2%

Jupyter Notebook

0.1%

Makefile

0.1%

C#

0.1%

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

metastableB

User

226

commits

2

harsha-simhadri

User

167

commits

3

adityakusupati

User

85

commits

4

ShishirPatil

User

64

commits

5

MJ10

User

18

commits

6

ShikharJ

User

16

commits

7

pushkalkatara

User

14

commits

8

AIgen

User

13

commits

9

SachinG007

User

11

commits

10

suiyengar

User

11

commits

Languages

C++

68.3%

C

12.2%

Fortran

8.8%

Python

7.6%

CMake

1.4%

Cuda

1.1%

Shell

0.2%

Jupyter Notebook

0.1%

Makefile

0.1%

C#

0.1%

Issues Analytics

35

Total Issues

All time

8

Open

23% of total

27

Closed

77% of total

1mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#251 SeeDot-dev.py only working for fastgrnn

22

open

2

#229 Build Failed!!

14

closed

3

#216 Questions About RNN Pool

6

4

closed

4

#211 Time series regression problem

10

closed

5

#227 MAdds mismatch problem

9

closed

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

metastableB

User

226

commits

2

harsha-simhadri

User

167

commits

3

adityakusupati

User

85

commits

4

ShishirPatil

User

64

commits

5

MJ10

User

18

commits

6

ShikharJ

User

16

commits

7

pushkalkatara

User

14

commits

8

AIgen

User

13

commits

9

SachinG007

User

11

commits

10

suiyengar

User

11

commits

Recent Commits

Auto merge mandatory file pr

microsoft-github-policy-service[bot]•3 years ago

81025fcView on GitHub

Microsoft mandatory file

microsoft-github-policy-service[bot]•3 years ago

9e3d9feView on GitHub

Merge pull request #248 from microsoft/fixes

Shikhar Jaiswal•4 years ago

c6d0760View on GitHub

Fixes to Shiftry

Shikhar Jaiswal•4 years ago

9930027View on GitHub

Shiftry Release Code (#213)

Aayan Kumar•4 years ago

ef9f8a7View on GitHub

KWS Fix (#225)

Moksh Jain•5 years ago

c7349ddView on GitHub

Rnnpool facedetection (#215)

Oindrila Saha•5 years ago

e4d5255View on GitHub

Merge pull request #218 from ShikharJ/Test

Harsha Vardhan Simhadri•5 years ago

5f0b6e8View on GitHub

Update README

ShikharJ•5 years ago

f10b009View on GitHub

Add FastGRNNCUDA to FastCells and Fix torch.randn() Argument Errors

ShikharJ•5 years ago

635c899View on GitHub

Update pytorch/requirements

ShikharJ•5 years ago

9020ed3View on GitHub

Update c_reference README.md

ShikharJ•5 years ago

f17265fView on GitHub

Refactor FastGRNN CUDA Setup

ShikharJ•5 years ago

fe750ecView on GitHub

Update Citation and Bump Version (#207)

Shikhar Jaiswal•5 years ago

cbba9f8View on GitHub

Implement Sparse Face Detection Model (#212)

Shikhar Jaiswal•5 years ago

ce9ea3fView on GitHub

View all commits

GitHub Explorer

EdgeML

Score Breakdown

Issues Activity: Last 6 months

Hottest Issues

Issues Activity: Last 6 months

Hottest Issues