Subodh singh

Freie Universität Berlin (

[Subodh singh @subodhsingh084]

@ElonMuskOde 33

[Subodh singh @subodhsingh084]

@Matt_Pinner 33

[Santiago @svpino]

The first open-source implementation of the paper that will change automatic test generation is now available!

In February, Meta published a paper introducing a tool to automatically increase test coverage, guaranteeing improvements over an existing code base.

This is a big deal, but Meta didn't release the code.

Fortunately, we now have Cover-Agent, an open-source tool you can install that implements Meta's paper to generate unit tests automatically:

https://t.co/2KFrvhR9OI

I recorded a quick video showing Cover-Agent in action. There are two things I want to mention:

1. Automatically generating unit tests is not new, but doing it right is difficult. If you ask ChatGPT to do it, you'll get duplicate, non-working, and meaningless tests that don't improve your code. Meta's solution only generates unique tests that run and increase code coverage.

2. People who write tests before writing the code (TDD) will find this less helpful. That's okay. Not everyone does TDD, but we all need to improve test coverage.

There are many good and bad applications of AI, but this is one I'm looking forward to make part of my life.

[Subodh singh @subodhsingh084]

[97-98/100]
Going through #python advance scripting
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

[96-97/100]
Going through #python advance scripting
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

Day[92-95/100]
Flower Species Classifier. Build an image classifier
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

Day[91/100]
Detecting the Higgs Boson With #colab #TPUs
using Wide and Deep Network
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

Day[90/100]
Detecting the Higgs Boson With #colab #TPUs
using Wide and Deep Network
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

Day[89/100]
Detecting the Higgs Boson With #colab #TPUs
using Wide and Deep Network
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

Day[86+87/100]
Detecting the Higgs Boson With #colab #TPUs
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

@abinaya_j97 Congratulation @abinaya_j97

[Elon Musk @elonmusk]

Deus ex machine learning

[Subodh singh @subodhsingh084]

took one break from #MachineLearning did some #Python automation

[Subodh singh @subodhsingh084]

Day[85/100]
imdb data set movie review
1)trying with simple NN network [accuracy :86.2]
2)Next Lstm model [accuracy :86.9]
3)Next BiLstm model[accuracy:87.52][final]
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

Day[83+84/100]
imdb data set movie review
1)trying with simple NN network [accuracy :86.2]
2)Next Lstm model [accuracy :86.9]
3)Next BiLstm model[accuracy:87.2][fine tuning it]
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

Day[82/100]
imdb data set movie review
1)trying with simple NN network [accuracy :86.2]
2)Next Lstm model [accuracy :86.9]
3)Next BiLstm model[accuracy:87.2][fine tuning it]
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning

[Subodh singh @subodhsingh084]

Day[82/100]
Nlp project imdb data set movie review
1)trying with simple NN network [accuracy :86.2]
2)Next Lstm model [accuracy :86.9]
3)Next BiLstm model[started]
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning #AndrewNG

[Subodh singh @subodhsingh084]

Day[81/100]
Nlp project imdb data set movie review
1)trying with simple NN network [accuracy :86.2]
2)Next Lstm model [accuracy :86.9]
3)Next BiLstm model[started]
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning #AndrewNG

[Subodh singh @subodhsingh084]

Day[80/100]
Nlp project imdb data set movie review
1)trying with simple NN network [accuracy :86.2]
2)Next Lstm model [still testing]
3)Next BiLstm model
#Numpy #DeepLearning
#DataScience #100DaysOfCode #freeCodeCamp #100DaysOfMLCode #MachineLearning #AndrewNG

[Abinaya Jayaprakash @abinaya_j97]

Day[89 +90 /100]
Kaggle competition - Digit Recognition - created a CNN with an accuracy of 99%🥳
Check out my article on it to know how it was possible......
https://t.co/bzm77kC6ao

#kaggle #DataScience #100DaysOfMLCode #freeCodeCamp #MachineLearning #Tensorflow #keras #Medium