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Abhijit Balaji Abhijit-2592 CS grad student Dallas https://abhijit-2592.github.io/ Solving ML problems one epoch at a time!

Abhijit-2592/model-server 41

gRPC server for hosting ML models trained on any framework in python

Abhijit-2592/Keras_object_detection 23

Convert any classification model or architecture trained in keras to an object detection model

Abhijit-2592/camera_calibration_API 19

A simple Python API for single camera calibration using opencv

Abhijit-2592/dockerfiles 5

Useful Dockerfiles for Setting up deep learning environment in Ubuntu 16.04

Abhijit-2592/angular.js 0

AngularJS - HTML enhanced for web apps!

Abhijit-2592/coding-interview-university 0

A complete computer science study plan to become a software engineer.

Abhijit-2592/Delving-deep-into-GANs 0

Generative Adversarial Networks (GANs) resources sorted by citations

Abhijit-2592/diplib 0

Quantitative Image Analysis in C++, MATLAB and Python

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issue openedAbhijit-2592/model-server

Support server side batching

It's been long pending to support server side batching. My experience in this is limited and It will be great if somebody from the community could pitch in and give some inputs. This is my thought process. It might be completely absurd too:

  • Have a redis queue where the client's requests are queued
  • Server gets the job from queue finishes it and puts back in redis.
  • The client using a different thread pings redis to see if the result has arrived.

I am not sure how to use redis with gRPC as I am new to both. I am not sure if gRPC has any pther way to do this more efficiently.

Thanks

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pull request commentAbhijit-2592/model-server

add metrics

Why do you want to calculate the time inside GetPredictions(). Isn't it better if we calculate it outside the scope?

emya

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update readme

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added images and labelmap json files

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created repositoryAbhijit-2592/visualizing_cnns

An attempt to visualize Convolutional Neural Network

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created repositoryAbhijit-2592/CNN_assignments

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updating to tf2.0

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Update rake requirement from ~> 10.0 to ~> 12.3 Updates the requirements on [rake](https://github.com/ruby/rake) to permit the latest version. - [Release notes](https://github.com/ruby/rake/releases) - [Changelog](https://github.com/ruby/rake/blob/master/History.rdoc) - [Commits](https://github.com/ruby/rake/compare/v10.5.0...v12.3.3) Signed-off-by: dependabot[bot] <support@github.com>

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Merge pull request #1 from Abhijit-2592/dependabot/bundler/rake-tw-12.3 Update rake requirement from ~> 10.0 to ~> 12.3

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PR merged Abhijit-2592/Abhijit-2592.github.io

Update rake requirement from ~> 10.0 to ~> 12.3 dependencies

Updates the requirements on rake to permit the latest version. <details> <summary>Changelog</summary>

Sourced from rake's changelog.

=== 12.3.3

==== Bug fixes

  • Use the application's name in error message if a task is not found. Pull Request #303 by tmatilai

==== Enhancements:

  • Use File.open explicitly.

=== 12.3.2

==== Bug fixes

  • Fixed test fails caused by 2.6 warnings. Pull Request #297 by hsbt

==== Enhancements:

  • Rdoc improvements. Pull Request #293 by colby-swandale
  • Improve multitask performance. Pull Request #273 by jsm
  • Add alias prereqs. Pull Request #268 by take-cheeze

=== 12.3.1

==== Bug fixes

  • Support did_you_mean >= v1.2.0 which has a breaking change on formatters. Pull request #262 by FUJI Goro.

==== Enhancements:

  • Don't run task if it depends on already invoked but failed task. Pull request #252 by Gonzalo Rodriguez.
  • Make space trimming consistent for all task arguments. Pull request #259 by Gonzalo Rodriguez.
  • Removes duplicated inclusion of Rake::DSL in tests. Pull request #254 by Gonzalo Rodriguez.
  • Re-raise a LoadError that didn't come from require in the test loader. Pull request #250 by Dylan Thacker-Smith.

=== 12.3.0

==== Compatibility Changes

  • Bump required_ruby_version to Ruby 2.0.0. Rake has already </tr></table> ... (truncated) </details> <details> <summary>Commits</summary>
  • 5c87c46 Bump version to 12.3.3.
  • 5b8f8fc Use File.open explicitly.
  • 6497ba4 Merge pull request #317 from ruby/ignore-gitignore
  • be62efb Removed gitignore from gemspec files.
  • 1c22b49 Merge pull request #309 from RDIL/patch-1
  • 496944a Remove deprecated travis ci option
  • 489c7d8 Merge pull request #307 from ruby/azure-pipelines
  • 77eb6d8 Only enabled macOS environment
  • 72ffa2e use realpath
  • 7744872 Do not specify ruby version of macOS
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issue commentBrophy-E/ECG_GAN_MBD

No Sigmoid activation in final layer of Generator?

@Brophy-E Thanks for the reply.

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issue openedBrophy-E/ECG_GAN_MBD

No Sigmoid activation in final layer of Generator?

Hi, thanks for the awesome paper and code. While I was looking through your paper it looks like your Generator's output is within (0,1). But I don't see a Sigmoid activation in the end of the Generator. And you have a comment that states to make sure the output is between 0 and 1 - removed ,nn.Sigmoid(). I am kinda confused. Could you throw some light on this? And while training did you use a Sigmoid activation at the end of the Generator?

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update resume link

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🔮 spaCy's Machine Learning library for NLP in Python

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This repository is for the paper "Synthesis of Realistic ECG using Generative Adversarial Networks".

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issue commentVoVAllen/tf-dlpack

kindly remove tensorflow requirement in pip and also provide wheels for other OS

@honnibal thanks for throwing light on this. And @VoVAllen thanks for this awesome work!

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issue commentVoVAllen/tf-dlpack

kindly remove tensorflow requirement in pip and also provide wheels for other OS

@VoVAllen Thanks. Is there a reason why window isn't supported? And it will be great if you could also release wheels for mac os

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startedVoVAllen/tf-dlpack

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issue openedVoVAllen/tf-dlpack

kindly remove tensorflow requirement in pip and also wheels for other OS

Hey thanks for the awesome project. I see that the pip install also forcibly installs tensorflow and causes problems with already installed versions of tensorflow. It will be great if you can remove Tensorflow Dependency from the pip install. Also it will be great to add wheels for other OS too. We are looking to add this project as a dependency to Thinc. As of now it causes the above problems while we install.

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🔮 spaCy's Machine Learning library for NLP in Python

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PR closed explosion/thinc

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PR opened explosion/thinc

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pull request commentexplosion/thinc

Tensorflow shim

Thanks @honnibal . Let me know if you require more changes. I will be able to do it after I reach

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use thinc to decide numpy vs cupy

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rename the example to wrap_tensorflow.py

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remove tensorflow entire tensorflow dependency in training loop of example

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keep the reference comment

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manually calculate dloss_dpred

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rename example and minor bugfix in tqdm

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added an example to use tensorflow_shim

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trainable tensorflow shim

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minor error fix

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use device num while moving to GPU

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Pull request review commentexplosion/thinc

WIP: Tensorflow shim

 def predict(self, X: InT) -> OutT:         """         return self._func(self, X, is_train=False)[0] -    def finish_update(self, optimizer: Optimizer) -> None:+    def finish_update(self, optimizer: Optimizer, **kwargs) -> None:

Done. I took the gradients into self.tensorflow_grads

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commit sha 00d2aa1111f716b50c40f797815c2b5d15109ce2

remove **kwargs from finish_update

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Pull request review commentexplosion/thinc

WIP: Tensorflow shim

 def predict(self, X: InT) -> OutT:         """         return self._func(self, X, is_train=False)[0] -    def finish_update(self, optimizer: Optimizer) -> None:+    def finish_update(self, optimizer: Optimizer, **kwargs) -> None:

Yeah sure will remove that

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use as variable in backprop too

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added Tensorflow Shim

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