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Soumith Chintala on GitHub

Soumith Chintala

@soumith

/\︿╱\ _____________________________ \0_ 0 /╱\╱________________________ \▁︹_/

  • Thinking Machines
  • New York, USA
  • 19K
    Total stars
  • 14K
    Followers
  • 55
    Public repos
  • 7
    Contributions

418 following

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Profile tree

  • Contributions: 7. Past 12 months.
  • Followers: 13,693. People who follow you.
  • Total stars: 19,038. Across all repos.
  • Following: 418. People you follow.
  • Public repos: 55. Owned, non-fork.

A living snapshot

Every leaf is a headline number from Soumith Chintala’s public GitHub. The canopy fills out as the work grows - sway and all.

  • 7 Contributions Past 12 months
  • 14K Followers People who follow you
  • 19K Total stars Across all repos
  • 418 Following People you follow
  • 55 Public repos Owned, non-fork

Data from GitHub API · refreshed in real time

What your GitHub says

Based on public GitHub activity · how this is calculated

  • Shell is the largest language share across analyzed repositories, at 31%.

    High confidence

  • Public visibility is concentrated: the top 3 analyzed repositories account for 83% of total stars, led by ganhacks.

    Medium confidence

  • Public GitHub activity is review-heavy: code reviews account for 60% of tracked contribution activity.

    Medium confidence

  • Most analyzed repositories (40 of 40) show no public activity in over a year.

    Medium confidence

  • This analysis covers 40 of 55 public repositories (73%); broader totals may differ.

    High confidence

Profile health

Signals from analyzed public data

Activity 1

Needs work

  • 7 contributions in the trailing year
Portfolio 30

Needs work

  • 0 of 40 analyzed repositories are actively maintained
  • 19,038 stars across analyzed repositories
Discoverability 31

Needs work

  • 11 of 40 analyzed repositories have no description
  • 40 of 40 have no topic tags
Maintenance 0

Needs work

  • 0 of 40 analyzed repositories were pushed to in the last 6 months
  • 40 show no public activity in over a year
Collaboration 100

Strong

  • 1 pull requests and 3 code reviews in the trailing year
  • 1,195 repositories starred

Recruiter snapshot

A skim of public evidence, not a hiring judgement

Technical focus
Shell / Jupyter Notebook / C++ / Lua

Largest language shares across analyzed repositories

Project depth
0 of 40

Analyzed repositories rated established or maintained

Collaboration
1 PRs / 3 reviews

Public pull requests and code reviews in the trailing year

Community signals
19,038 stars / 3,788 forks

Summed across analyzed repositories

Recent activity
4 of last 12 months

Calendar months with at least one tracked contribution

Strongest signals

  • 1 pull requests and 3 code reviews in the trailing year

7
Contributions
Past 12 months
0
Current streak
No active streak
2
Longest streak
Apr 22, 2026 – Apr 23, 2026
Sep Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Mon Wed Fri
Less More

Language distribution for soumith Shell 30.7%, Jupyter Notebook 19.1%, C++ 14.0%, Lua 12.5%, Cuda 11.6%, JavaScript 5.5%, Other 6.6%
  • Shell 30.7%
  • Jupyter Notebook 19.1%
  • C++ 14.0%
  • Lua 12.5%
  • Cuda 11.6%
  • JavaScript 5.5%
  • Other 6.6%

Frontend Backend Mobile DevOps Data AI Security Embedded Game Dev
  • DevOps 100
  • Embedded 64
  • Frontend 45
  • Backend 45
  • Data 36
  • Mobile 0
  • AI 0
  • Security 0
  • Game Dev 0

Longest streak
2d
Apr 2026
Favourite coding day
Wednesday
3 contributions
Most active year
2021
436 contributions
Signature language
Shell
31% of tracked code
Flagship repository
ganhacks
11,617 stars
On GitHub since
2012
14 years and counting

Soumith Chintala is a developer on GitHub whose public work is written mostly in Shell, which accounts for roughly 31% of their committed code, alongside Jupyter Notebook and C++. Their account holds 55 public repositories, collecting 19,038 stars in total, led by ganhacks at 11,617. In the trailing year the account logged 7 contributions. Soumith Chintala has been on GitHub since 2012 and is followed by 13,693 developers.

This overview is generated from Soumith Chintala’s public GitHub activity at the time of the last refresh. Figures cover public repositories and the trailing twelve months of contributions.

  1. 01

    Review ganhacks

    High impact

    ganhacks is pinned to your profile but hasn't been pushed to in over a year.

    ganhacks →
  2. 02

    Add topics to ganhacks

    High impact

    ganhacks is pinned but has no topic tags, making its stack harder to identify.

    ganhacks →
  3. 03

    Review convnet-benchmarks

    High impact

    convnet-benchmarks is pinned to your profile but hasn't been pushed to in over a year.

    convnet-benchmarks →
  4. 04

    Add topics to convnet-benchmarks

    High impact

    convnet-benchmarks is pinned but has no topic tags, making its stack harder to identify.

    convnet-benchmarks →
  5. 05

    Review dcgan.torch

    High impact

    dcgan.torch is pinned to your profile but hasn't been pushed to in over a year.

    dcgan.torch →
  6. 06

    Add topics to dcgan.torch

    High impact

    dcgan.torch is pinned but has no topic tags, making its stack harder to identify.

    dcgan.torch →
  7. 07

    Review talks

    High impact

    talks is pinned to your profile but hasn't been pushed to in over a year.

    talks →

How these are calculated: see the methodology page .

ganhacks

starter from "How to Train a GAN?" at NIPS2016

11,617 ★ 1,640 forks 54 issues 5d ago
GitHub
convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

Python 2,687 ★ 571 forks 34 issues 6d ago
MIT GitHub
dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

Lua 1,488 ★ 409 forks 40 issues 1mo ago
NOASSERTION GitHub
cvpr2015

No description provided.

Jupyter Notebook 869 ★ 411 forks 11 issues 3mo ago
GitHub
cudnn.torch

Torch-7 FFI bindings for NVIDIA CuDNN

Lua 417 ★ 159 forks 57 issues 14d ago
BSD-2-Clause GitHub
talks

No description provided.

Jupyter Notebook 264 ★ 49 forks 4mo ago
GitHub
net2net.torch

Implementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.

Lua 160 ★ 37 forks 1 issues 1mo ago
GitHub

Most popular
ganhacks

11,617 stars

Most recently active
ganhacks

Last pushed 4.7y ago

Most discoverable
convnet-benchmarks

50% of discoverability signals present

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 103,220 ★ 30,094 forks
ganhacks

starter from "How to Train a GAN?" at NIPS2016

11,617 ★ 1,640 forks
convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

Python 2,687 ★ 571 forks
dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

Lua 1,488 ★ 409 forks
talks
Jupyter Notebook 264 ★ 49 forks

All repositories →

Public visibility is concentrated in a small number of projects - these are the strongest candidates to feature on a resume.

Top 1 repository 61% of stars
Top 3 repositories 83% of stars
Top 5 repositories 90% of stars

Leading repository: ganhacks (11,617 stars, 19,038 total across analyzed repositories)

Technology breakdown

Derived from repository languages and topics - horizontal bars, never a pie.

Languages

  • Shell 31%
  • Jupyter Notebook 19%
  • C++ 14%
  • Lua 13%
  • Cuda 12%
  • JavaScript 5%

README, contributing-guide and GitHub Actions badges below are detected by exact filename on each repository’s default branch - they report presence, not quality.

  • ganhacks Dormant
    Popularity 100
    Discoverability 25
    Maintenance 0
    README No contributing guide No CI workflow
  • convnet-benchmarks Dormant
    Popularity 25
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • dcgan.torch Dormant
    Popularity 14
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • cudnn.torch Dormant
    Popularity 4
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • imagenet-multiGPU.torch Dormant
    Popularity 4
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • torch-android Dormant
    Popularity 3
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • imagenetloader.torch Dormant
    Popularity 1
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • lua---audio Dormant
    Popularity 1
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • inception.torch Dormant
    Popularity 1
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • torch-signal Dormant
    Popularity 0
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • cuda-convnet2.torch Dormant
    Popularity 0
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow
  • matio-ffi.torch Dormant
    Popularity 0
    Discoverability 50
    Maintenance 0
    README No contributing guide No CI workflow

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Aggiungi i tuoi dati
Contatto
Esperienza
Istruzione

55
Public repos
40 analyzed
19K
Total stars
Across all repos
7
Contributions
Past 12 months
1
Pull requests
Opened this year
77
Public gists
Snippets shared
14 y
Account age
Since 2012
80 %
Profile score
Completeness

Repository explorer

→

Name Language Stars Forks Size Updated

Coding statistics

→
Largest repository
346.4 MB
talks
Smallest repository
1 KB
rgbd_streamer
Oldest repository
May 22, 2012
lua---audio
Newest repository
Feb 28, 2022
rgbd_streamer
Most starred
11,617 ★
ganhacks
Most forked
1,640 forks
ganhacks
Most watched
337 watchers
ganhacks
Longest description
111 characters
net2net.torch
Most open issues
57 open
cudnn.torch

Contribution patterns

→

By year

  • 2026
    6
  • 2025
    34
  • 2024
    16
  • 2023
    33
  • 2022
    286
  • 2021
    436

By day of week

  • Sun
    0
  • Mon
    0
  • Tue
    1
  • Wed
    3
  • Thu
    3
  • Fri
    0
  • Sat
    0

Best coding day: Wed

By month (last 12)

  • Oct
    0
  • Nov
    0
  • Dec
    1
  • Jan
    2
  • Feb
    1
  • Mar
    0
  • Apr
    3
  • May
    0
  • Jun
    0
  • Jul
    0
  • Aug
    0
  • Sep
    0

GitHub journey

→
  1. January 2012

    Joined GitHub

    Created the @soumith account.

  2. May 2012

    Created first repository

    Published lua---audio, the oldest repository still on the account.

  3. May 2012

    First starred repository

    lua---audio is the earliest-created repository to have earned stars.

  4. July 2014

    Reached 10 repositories

    cuda-convnet2.torch was the 10th public repository created.

  5. June 2021

    Most productive year: 2021

    436 contributions recorded in 2021, more than any other year on record.

  6. February 2022

    Latest repository

    rgbd_streamer is the most recently created repository.

Developer evolution

Your GitHub career, year by year.

 →
2012

Started with C.

C
Repos this year
1
Total repos
1
Stars, as of today
69
lua---audio
2013

Shifted from C to Lua.

CMake Lua
Repos this year
3
Total repos
4
Stars, as of today
400
torch-android
2014

Went deeper into Lua.

C++ CMake Cuda JavaScript
Repos this year
13
Total repos
17
Stars, as of today
3.8k
convnet-benchmarks
2015

Went deeper into Lua.

HTML JavaScript Julia Jupyter Notebook
Repos this year
19
Total repos
36
Stars, as of today
7.3k
dcgan.torch
2016

Shipped 1 repository.

Repos this year
1
Total repos
37
Stars, as of today
19k
ganhacks
2017

Started with Jupyter Notebook.

Jupyter Notebook Python
Repos this year
2
Total repos
39
Stars, as of today
19k
traffic-sign-detection-homework
2022

Shifted from Jupyter Notebook to Python.

Python
Repos this year
1
Total repos
40
Stars, as of today
19k
Contributions
286
rgbd_streamer

Built from soumith’s public, non-fork repositories. Star totals reflect current counts, not historical snapshots.

Achievements

6 / 9 unlocked

Explorer
Created repositories in 8 or more languages
Builder
More than 50 public repositories
Open Source Enthusiast
100+ stars received across all repositories
Consistent
A 100-day-or-longer contribution streak
Documentation Hero
5 or more repositories with a detailed description
Popular
500 or more followers
Prolific Committer
1,000 or more commits in the past 12 months
Long Timer
5 or more years on GitHub
Star Collector
Starred 100 or more repositories

Open source activity

19,038
Stars received
1,195
Repositories starred
3,788
Forks received
1
Pull requests opened
Past 12 months
3
Reviews given
Past 12 months
77
Public gists

Language evolution

The primary languages of repositories created each year.

2012
  • C
2013
  • CMake
  • Lua
2014
  • C++
  • CMake
  • Cuda
  • JavaScript
  • Lua
  • Python
  • Shell
2015
  • HTML
  • JavaScript
  • Julia
  • Jupyter Notebook
  • Lua
2017
  • Jupyter Notebook
  • Python
2022
  • Python

Repository growth

Repositories created per year, and the running total.

1 repositories created in 2012 3 repositories created in 2013 13 repositories created in 2014 19 repositories created in 2015 1 repositories created in 2016 2 repositories created in 2017 1 repositories created in 2022 1 total repositories by end of 2012 4 total repositories by end of 2013 17 total repositories by end of 2014 36 total repositories by end of 2015 37 total repositories by end of 2016 39 total repositories by end of 2017 40 total repositories by end of 2022 2012 2013 2014 2015 2016 2017 2022 40 0
Created that year Cumulative total

Language tree

Built automatically from repository languages and topics.

Programming Languages →
  • Shell
  • Jupyter Notebook
  • C++
  • Lua
  • Cuda
  • JavaScript