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Writing
How does weight-tying work in a RNN?
7 Oct 2020
A simple CNN with Pytorch
14 Apr 2020
On invariance adversarial attacks
6 Mar 2020
Exploding and vanishing gradients
19 Feb 2020
Building a computational graph: part 3
16 Feb 2020
Building a computational graph: part 2
15 Feb 2020
Building a computational graph: part 1
14 Feb 2020
Python decorators and examples
11 Feb 2020
Backprop and topological sorting
1 Dec 2019
Some things about responsive images
22 Nov 2019
A primer on progressive enhancement
16 Nov 2019
Work with source
7 Nov 2019
Playing a sound file with React and Webpack
4 Nov 2019
Understanding the Device Pixel Ratio
27 Sep 2019
Mental model: being a zero
18 Sep 2019
How do CSS pixels work?
17 Sep 2019
Selling data for fun and profit: an introduction to data businesses
10 Jul 2019
How to enable Beta features for Google Speech-to-Text with Python
26 May 2019
Taking apart systems
13 May 2019
Change your plot theme for plotly or plotly_express
18 Apr 2019
Aginity tip: using code snippets
23 Mar 2019
Somehow extracting summary statistics of tables quickly using SQL
26 Jan 2019
Install Docker on a Google Cloud virtual machine
27 Nov 2018
Let's build a DQN: neural network architectures
1 Nov 2018
Let's build a DQN: simple implementation
31 Oct 2018
Let's build a DQN: basics
23 Oct 2018
How to play the OpenAI Gym environments yourself
13 Oct 2018
Sarsa, expected sarsa and Q-learning on the OpenAI taxi environment
8 Oct 2018
Six tips for effective learning
22 Jul 2018
Five methods to learn effectively
14 Jul 2018
Exploring policy evaluation in reinforcement learning
27 May 2018
Data Science in the Developing World
24 Mar 2018
The Keras functional API: five simple examples
6 Nov 2017
Building a nearest neighbour classifier in Python
26 Aug 2017
A quick overview of Seaborn
17 Jul 2017
How to install packages through Pip into a Conda environment
14 Jul 2017
Pandas functions. Lots of them.
14 Jul 2017
44 Numpy Functions
25 Jun 2017
Everything you wanted to know about Coordinate Reference Systems
1 Jun 2017
What on earth is an EPSG Code?
30 May 2017
Some things about map projections
28 May 2017
Simulating the multi-armed bandit problem
24 May 2017
Force directed graphs: testing ground
22 May 2017
What is spatial data?
19 May 2017
Understanding Kadane’s solution to the maximum subarray problem
9 May 2017
Mean, median, or mode? When to use each of them.
3 May 2017
Force directed graph: zoomable
20 Apr 2017
How to combine drag and zoom in d3 version 4
18 Apr 2017
Integrating Javascript and d3 into R notebooks
13 Apr 2017
Zoom in d3 version 4: selective zooming
7 Apr 2017
Zoom in d3 version 4: minimal example
3 Apr 2017
Zoom in d3 version 4: understanding SVG transforms
29 Mar 2017
Force directed graph: popping
18 Mar 2017
Force directed graph: bounding box
17 Mar 2017
Force directed graph: custom forces
17 Mar 2017
Force directed graph: growing and shrinking nodes
17 Mar 2017
Force directed graph: splitting nodes
17 Mar 2017
Force directed graph: drifting
16 Mar 2017
Force directed graph: squashed
16 Mar 2017
Force directed graph: collision forces
15 Mar 2017
Force directed graph: radially expanding
15 Mar 2017
Force directed graph: charge forces
12 Mar 2017
Force directed graph: link forces
12 Mar 2017
Force directed graph: positioning forces
12 Mar 2017
Force directed graph: using node and link attributes
8 Mar 2017
Force directed graph: dragable
6 Mar 2017
Force directed graph: sticky nodes
6 Mar 2017
Get drag and drop working with d3
28 Feb 2017
Force directed graph: minimal working example
25 Feb 2017
Force directed graph: basics
18 Feb 2017
Three simple matrix decompositions in R
11 Dec 2016
Write your own logistic regression function in R
5 Oct 2016
Linear Regression in R
7 Aug 2016
What is a JavaScript method?
9 Jul 2016
Simple examples with transition chaining
2 Jun 2016
The story of d3 and the Start and End event listeners.
29 May 2016
Dancing madness: fun with mouse events and d3
22 May 2016
Graphs 'n stuff: simple line chart with d3
8 May 2016
Graphs 'n stuff: simple bar chart with d3
1 May 2016
Graphs 'n stuff: simple scatterplot with d3
17 Apr 2016
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