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Currenly working at Vaillant Group, where data meets heating. On a mission for building smarthome technologies with smarter people.
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Passionate about building tools and products for everyday life that increase efficiency and bring out joy.
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He would rather to spend 2 hours to automate a task which can be done in 1 hour manually.
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He prefers QWERTY over QWERTZ layout.
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Recently realized that he is not a fan of
pom.xml
. No bueno. -
He is looking forward for the proper heat wave to get himself a mango-mint smoothie. ๐คค
computer-science-articles's Introduction
computer-science-articles's People
computer-science-articles's Issues
Dataframe Iteration Comparison
Pandas Dataframe Reshape
Stanford CNN for Visual Recognition
Stanford CNN for Visual Recognition
All course codes & slides for CNN from Stanford
[Link]https://cs231n.github.io/classification/
Jupiter Notebook Extensions / Useful Python Packages
Isolating Vocals/Instruments Using CNN
How To Build Your Own Neural Network from Scratch in Python
BUILDING A SIMPLE NEURAL NETWORK
- ARTICLE
- You can try it out, article includes code snippets.
Analysing and What'sApp Chats & Creating a Web-App using StreamLit
Web AR Application in 30 Mins
Web AR Application in 30 Mins
How to combine Music with ML
(Link)[https://towardsdatascience.com/how-to-start-implementing-machine-learning-to-music-4bd2edccce1f]
Advanced Topics in GANs
Advanced Topics in GANs
- An articles which goes in detail, explaining GAN.
- Link
Covariance vs Correlation
Covariance vs Correlation
Generative Art (Pixel Art with Python)
Generative Art with Python
Generative Art code snippet using Pillow Library
How and why to Standardize your data: A python tutorial
How and why to Standardize your data: A python tutorial
Version Control on encrypted dotfiles
Link
It shows how to symlink, create a version control with a bonus function to run, which will update the git version whenever you make any changes to that files.
Analyzing What'sApp Chat with R
Analyzing What'sApp Chat with R
Drawing anything with Fourier Series using Blender and Python
Drawing anything with Fourier Series using Blender and Python
Handling Big Datasets for Machine Learning
Handling Big Datasets for Machine Learning
- Article Link
- [Dask Tutorial Github Repo] (https://github.com/mrdragonbear/dasktut)
- JupyterHub Repo2Docker
- Binder
Neural Funk
Neural Funk
- Neural Funk
- Generating Music DnB with assistance of AI. (Only sample based)
- This post includes dataset, notebooks, libraries and gives an insight about the process, idea behind it.
Data Binning in R
Understanding Generative Adversarial Networks (GANs)
Understanding Generative Adversarial Networks (GANs)
Manim
- Manim is a tool to create animations, used in 3blue1brown's Youtube videos. Link
- Manim Docu
Regular Expressions RegEx
Regular Expressions RegEx
A well explained tutorial about RegEx
An overview of gradient descent optimization algorithms
An overview of gradient descent optimization algorithms
Music Genre Classification
Music Genre Classification
- Music Genre Classification
- An insight about genre classification and useful libraries.
SampleVAE AI Tool For Music
Recommendation System with Python
Introduction to Turing Learning and GANs
Introduction to Turing Learning and GANs
Link
This is the first one of 3-part series about GAN from PhD Researcher Matthew Steward.
How to Learn Non-linear Dataset with Support Vector Machines
How to Learn Non-linear Dataset with Support Vector Machines
- Link
- It includes code snippets.
Graph Theory : Go Hero
Graph Theory : Go Her
- Author : Kelvin Jose
- A series about Graph Theory with examples.
- Link
Introduction to Rectified Linear Unit
Rectified Linear Unit
GAN โ GAN Series (from the beginning to the end)
20 Basic Numpy Operations
20 Basic Numpy Operations
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