tensorflow/skflow

Simplified interface for doing Deep Learning in TensorFlow (mimicking Scikit Learn)

Kanav Pruthi

@kanavpruthi

Hello, I'm Kanav Pruthi, a sophomore at IIT Delhi, interested to work in GSoC 2021. I'd like to know that to start working, should I proceed with any link on https://github.com/tensorflow ?

Sneha Jayaganthan

@jsneha1710

Hey everyone, I am Sneha Jayaganthan, a sophomore from IIT Goa. I am interested in contributing to the Tensorflow Organization in GSoC'21. I am well-versed with various concepts of Tensorflow, Machine Learning and Deep Learning. Looking forward to contributing and learning a lot!

Sanjiban Sengupta

@sanjibansg

Hello everyone, Myself Sanjiban Sengupta, a junior from IIIT Bhubaneswar. I like to work in the fields of Machine learning, Deep learning, and previously used Tensorflow a lot in building and deploying models in various projects. I am interested to contribute to Tensorflow for GSoC'2021, looking forward to learn from you all.

Angad Bajwa

@angadbajwa23

Hey everyone! I'm Angad Ripudaman Singh Bajwa, third year at NIT- Trichy. I'm interested in the field of Deep Learning, Computer Vision, and NLP. Really excited to be part of this community and to contribute to Tensorflow for Gsoc'21. I have read the instructions for contributing. Looking forward to learning and working with you all!!

Ansh Sarkar

@anshsarkar

Hello everyone! I am Ansh Sarkar, a junior at PES University pursuing B.Tech in Computer Science & Engineering. I have a keen interest in Machine learning and Deep learning. I have used TensorFlow extensively in different projects. I am comfortable with C, C++, and Python. I have also cleared the Google Tensorflow examination and have some experience in open source contributions. I am a GSoC'21 aspirant and would love to start contributing to Tensorflow. It will be really helpful if someone could help me out and get me started with the issues and contributions. I am really excited to get started and learning from you all!

pradhi18

@pradhi18

Hello everyone, I'm Pradhi Das, third year at NIT Bhopal. I find the machine learning and AI domain very interesting and hence I am here to contribute to Tensorflow. May I know where and how can start contributing?

Mihai Maruseac

@mihaimaruseac

For all "I want to GSOC'21, help me start contributing" posts:

Go to the TF repo

Find issue

Solve issue

Go to step 2.

Success

It's as simple as this

repeating this as it gets drowned by introductions

Alex Nguyen

@rxng8

but we stuck at step2 by infinite loop, we can never get to step 5 =))

Harshith MohanKumar

@Harsh188

@rxng8 Most issues seem intimidating at first but after spending time carefully reading through the issue as well as the source code related to the issue you will get a better understanding of the problem at hand. Most people give up immediately after looking at a hard question. The key is persistence! Try to filter out issues that are beyond your understanding.

The best place to start is by solving documentation issues!

Alex Nguyen

@rxng8

Thank you for a great advice. I was just kidding ^^ But i really appreciate!

Harshith MohanKumar

@Harsh188

Hopefully, it helps others who are stuck :P

Mihai Maruseac

@mihaimaruseac

doing a documentation PR is a good idea but keep in mind:

don't just update a single typo, it's better to take a file/directory and fix as much as possible from there
there is no GSoC project to only update documentation

I recommend doing a few documentation PRs to get accustomed with the flow but then switching to issues/features

deepikabirthare

@deepikabirthare

I am looking for tf.image module on the Github repo of tensor flow, but unable to find it. Please guide me or provide some link.

Mihai Maruseac

@mihaimaruseac

just visit the page for the corresponding API and there's a "View source on GitHub" button (e.g., https://www.tensorflow.org/api_docs/python/tf/image/adjust_brightness)

or on Github/clone of repo search for tf.image

Vo Van Nghia

@vnvo2409

For all contributors who are struggling, here is my thought, hope it help !

TensorFlow are huge, doing a PR for Tensorflow takes a lot of time and effort. Things like import/copybara, feedback/copybaraand internal stuffs make TensorFlow not really friendly for external contributors. However, TensorFlow still has 93 other repositories ! Many repositories ( e.g https://github.com/tensorflow/io ) are fully external and their codebase are much smaller compared to TensorFlow. Contributions to these repositories are still counted as contributions to TensorFlow. Many GSoC projects in the past years were mainly targeted these repos.

Just discover a bit more and you will find !

Utkarsh

@chazuttu

@vnvo2409 thanks we will surely do it!!

Suraj Upadhyay

@SurajUpadhyay0_twitter

Assuming this is the right place to ask this (please prompt if it's not so), how may I make the tensorflow build process faster ? I mean I had built Linux kernel on the same machine and it took 4 times lesser time than this. Can I alot more threads to the build process ? How do I determine the progress of my build ? Is there any cap to the number [XXX / XXXX] which is shown while compile time ? Thanks in advance 😊

Mihai Maruseac

@mihaimaruseac

we are aware it takes a long time to compile; we have a plan to reduce the build time by some percents over the course of the year

but until then, the best you can do is watch to see if you're CPU bound or memory bound. If the build asks for too much memory and it swaps then you lose time during the swapping, can pass some Bazel filters to limit amount of jobs/memory used

if you are CPU bound, then adding more cores would help, if possible

then, using a remote cache (RBE) can also help with rebuilds

Suraj Upadhyay

@SurajUpadhyay0_twitter

Should submitting RFCs be accompanied by WIP pull requests showcasing the code ?

Mihai Maruseac

@mihaimaruseac

would be nice

or at least an API design should show up in the RFC

Suraj Upadhyay

@SurajUpadhyay0_twitter

Hii, where can I find design document for Tensorflow ? I just want to make a sense of the codebase

Aditya Nikhil

@AdityaNikhil

@SurajUpadhyay0_twitter There's no seperate design document I I think. It depends on, to which domain of tensorflow you want to contribute to.(there are many)

I suggest checking out their previous year ideas list. Check each domain and make a sense of contributing the code

ArthurChen

@ArthurChen189

I am interested in solving TensorFlow issues, I wonder where to seek help if I want to get started.

Atreya Majumdar

@atreyamaj

Hey everyone! I'm Atreya, and I love building DL systems. I've used tensorflow extensively in the past and would love to start contributing so that I can help others have an even better experience! How do I get started with contributions? Thanks!

I also have a few ideas for new implementations that I'd love to get started on if the community is interested in them!

Mustansir Kapasi

@mustankap

Hi everyone, I am Mustansir Kapasi, I am comfortable with C++, Python, Java and have been using Tensorflow 2.0 for developing many of my deep learning projects. I am new to open source if anyone can guide me in the process it would be of great help

Aditya Nikhil

@AdityaNikhil

Hey @atreyamaj , I would love to hear your ideas. Like to share them?!

Atreya Majumdar

@atreyamaj

Hey @AdityaNikhil , so while contributing to existing TF issues, I was thinking of maybe having an implementation of Capsule Networks and Visual Transformers integrated with tf.keras
Do you think this project is feasible?
I'm going through a few more papers to see if we can come up with something else as well!

Kinda similar to importing a model like ResNet50 for example though tf.keras.applications, however it's likely that more input parameters will have to be provided here

Aditya Nikhil

@AdityaNikhil

Well I think it's a great idea @atreyamaj. It is feasible, we can integrate with tf models. Let me know how do you plan to do it, I'd love to collaborate.

Atreya Majumdar

@atreyamaj

Awesome! I'm a bit new to open-source so it would be amazing if you could tell me how the dev process for models normally goes here!

Aditya Nikhil

@AdityaNikhil

Hey @atreyamaj, sorry for the late reply. Check this page for research paper code contribution, https://github.com/tensorflow/models/wiki/Research-paper-code-contribution

Aditya Nikhil

@AdityaNikhil

In meantime, I'm experimenting tf models my self and trying to fix issues.

PrimeshShamilka

@PrimeshShamilka

Hi everyone! I'm Primesh. I love working in the field of DL and computer vision. I've been using TF extensively for the past 2 years and would like to grow my experience further by becoming a part of the TF community. I have just started to contribute to TF/models.

Shivaditya Meduri

@shivaditya-meduri

Hi, I am Shiva and I want to contribute to TensorFlow. After making some changes to fix issues in Tensorflow, how do I run the latest tensorflow version from my gitbash while importing tensorflow, When I tried to check the changes in my local computer to see if it fixes the issue, the compiler is always using the stock tensorflow and not incorporating my changes. I would appreciate some tips to solve this issue

Mosu

@Mudassaralimosu

Hello everyone,I'm Mudassar I want to contribute to tensorflow.Can anyone guide which are the best issues to solve for the begineer's,so that I can contribute to tensorflow

kartikey rawat

@carrycooldude

Hello everyone, I am Kartikey Rawat and I am Open Source and ML Enthusiast and I am really want to contribute in tensorflow.js and even I am also advocating tensorflow.js through my speaker session love to be a part of this community

Mustansir Kapasi

@mustankap

Hello everyone and welcome to this Gitter channel of tensorflow! lets see how our contribution helps in the tensorflow repo.

Rohan Raj

@rohan1907

Hello everyone, I had some doubts about Convert Tensorflow DL examples to JAX / Flax / Haiku. Any help would be appreciated. Thank you.

OJASH04

@OJASH04

Hello, I am looking forward to contribute for the project tensorflow model. Are there are any mentors I can contact with?

sangu_80

@Sangu80

how shall i contact the mentors ?

Harshit Verma

@hv7214

Hello, the community! I'm Harshit Verma. I had participated in GSoC'20, where I worked on a C++ project under SCoReLab, and this summer I'm looking forward to work on this incredible project.

Haris Wang

@Dynmi

Hello, I am a college student from Sichuan University in China, and I want to apply for GSOC2021. But my college was in the “Supplement No. 4 to Part 744 - ENTITY LIST” by BIS. Will it affect my application?

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