🧬 How long is the Human DNA?
My 9 year old asked this question and we created this notebook as part of our fun exploration. The Pluto notebooks along with PlutoUI are really well suited for this kind of exploration.
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📙 CIFAR-10 Classifiers: Part 5 - Speed up TensorFlow hyperparameter search using Ray Tune
CIFAR10 Classification: TensorFlow + Ray Tune Edition In this notebook, we turn to hyperparameter tuning using Ray Tune. Our objective is to find better hyperparams and network architecture. Although we will not spend too much time on network architecture, you probably will get enough information to try on your own.
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📈 Plot Covid-19 Confirmed Cases using Julia
In this notebook, we use Plots.jl and Pluto.jl to visualise the Covid-19 confirmed cases across the world. The notebook below shows you how to generate the animated plot.
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🍻 💊 Number of People Searching Hangover Cure
This is a remake of chartr.co chart on hangover cure google trend.
When I started working on this mini dataviz project, tidy tuesdays of sort, I was hoping to complete it in a few hours.
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📙 CIFAR-10 Classifiers: Part 4 - Build a Simple Image Classifier using PyTorch Lightning
This notebook is part of CIFAR-10 Classifiers post, which covers building classifiers using TensorFlow, PyTorch, PyTorch Lightning etc.
Part 1: Tensorflow | Part 3: PyTorch
CIFAR 10 Classifier: Pytorch Lightning Edition We use Pytorch Lightning in this notebook, it abstracts away all the boiler plate code that we need to add to every pytorch training workflow.
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🚶🏾♂️Random Walk in Python and Julia
Random walk, also known as drunkard’s walk, is starting at some position and randomly taking the next step. In its simplest form, you can generate it in one-dimension using the following pseudocode:
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📙 CIFAR-10 Classifiers: Part 2 - Use Keras Tuner to speed up the hyperparameter search
Part 1: Tensorflow
This notebook is part of CIFAR-10 Classifiers post. In that post, I cover building classifiers using Deep Learning frameworks such as TensorFlow, PyTorch, PyTorch Lightning and making use of several hyperparameter optimization libraries.
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📙 CIFAR-10 Classifiers: Part 1 - Build a Simple Image Classifier using TensorFlow
This notebook is part of CIFAR-10 Classifiers post, which covers building classifiers using TensorFlow, PyTorch, PyTorch Lightning etc.
CIFAR-10 Classifier: TensorFlow 2.x Edition Objective Build a simple CIFAR10 classification model that runs on GPU using following:
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▦ How to Create Compound Charts using Altair?
Example of the selection and compound chart By the end of this post, you will be able to do create a chart like above with your dataset.
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💰 Top 10 Richest People on the Planet
A few days back, I shared a plot that showed World’s Top 10 richest folks using Wikipedia data.
Instagram
I used Plotly Python to create the plot. Here is the snippet:
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