From 1495c786a94c5ffef55d915fa668aaae4cbef5c6 Mon Sep 17 00:00:00 2001 From: Radovan Bast Date: Sat, 25 Jan 2025 22:04:40 +0100 Subject: [PATCH] adapt episode about the example project to classifying task --- content/conf.py | 1 - content/example.md | 117 ++++++++++++++++++------------------ content/img/chart.svg | 1 + content/index.md | 2 +- content/video/animation.mp4 | Bin 209626 -> 0 bytes requirements.txt | 1 - 6 files changed, 61 insertions(+), 61 deletions(-) create mode 100644 content/img/chart.svg delete mode 100644 content/video/animation.mp4 diff --git a/content/conf.py b/content/conf.py index b9e6303..325c86e 100644 --- a/content/conf.py +++ b/content/conf.py @@ -40,7 +40,6 @@ # remove once sphinx_rtd_theme updated for contrast and accessibility: "sphinx_rtd_theme_ext_color_contrast", "sphinx_coderefinery_branding", - "sphinxcontrib.video", ] # MyST extensions diff --git a/content/example.md b/content/example.md index 9805632..6530008 100644 --- a/content/example.md +++ b/content/example.md @@ -1,25 +1,29 @@ -(example-project)= +# Example project: 2D classification task using a nearest-neighbor predictor -# Example project: Simulating the motion of planets +The [example code](https://github.com/workshop-material/classification-task) +that we will study is a relatively simple nearest-neighbor predictor written in +Python. It is not important or expected that we understand the code in detail. -The [example code](https://github.com/workshop-material/planets) that we will study -is a hopefully simple N-body simulation written in Python. It is not important -or expected that we understand the code in any detail. +The code will produce something like this: -:::{video} video/animation.mp4 -:width: 600 +:::{figure} img/chart.svg +:alt: Results of the classification task +:width: 100% + +The bottom row shows the training data (two labels) and the top row shows the +test data and whether the nearest-neighbor predictor classified their labels +correctly. ::: -The **big picture** is that the code simulates the motion of a number of -planets: -- We can choose the number of planets. -- Each planet starts with a random position, velocity, and mass. -- At each time step, the code calculates the gravitational force between each - pair of planets. -- The forces accelerate each planet, the acceleration modifies the velocity, - the velocity modifies the position of each planet. -- We can choose the number of time steps. -- The units were chosen to make numbers easy to read. +The **big picture** of the code is as follows: +- We can choose the number of samples (the example above has 50 samples). +- The code will generate samples with two labels (0 and 1) in a 2D space. +- One of the labels has a normal distribution and a circular distribution with + some minimum and maximum radius. +- The second label only has a circular distribution with a different radius. +- Then we try to predict whether the test samples belong to label 0 or 1 based + on the nearest neighbors in the training data. The number of neighbors can + be adjusted and the code will take label of the majority of the neighbors. ## Example run @@ -29,57 +33,54 @@ The instructor demonstrates running the code on their computer. ::: The code is written to accept **command-line arguments** to specify the number -of planets and the number of time steps. +of samples and file names. Later we will discuss advantages of this approach. -We first generate starting data: +Let us try to get the help text: ```console -$ python generate-data.py --num-planets 10 --output-file initial.csv -``` +$ python generate-data.py --help + +Usage: generate-data.py [OPTIONS] + + Program that generates a set of training and test samples for a non-linear + classification task. -The generated file (initial.csv) could look like this: +Options: + --num-samples INTEGER Number of samples for each class. [required] + --training-data TEXT Training data is written to this file. [required] + --test-data TEXT Test data is written to this file. [required] + --help Show this message and exit. ``` -px,py,pz,vx,vy,vz,mass --46.88,-42.51,88.33,-0.86,-0.18,0.55,6.70 --5.29,17.09,-96.13,0.66,0.45,-0.17,3.51 -83.53,-92.83,-68.77,-0.26,-0.48,0.24,6.84 --36.31,25.48,64.16,0.85,0.75,-0.56,1.53 --68.38,-17.21,-97.07,0.60,0.26,0.69,6.63 --48.37,-48.74,3.92,-0.92,-0.33,-0.93,8.60 -40.53,-75.50,44.18,-0.62,-0.31,-0.53,8.04 --27.21,10.78,-78.82,-0.09,-0.55,-0.03,5.35 -88.42,-74.95,-45.85,0.81,0.68,0.56,5.36 -39.09,53.12,-59.54,-0.54,0.56,0.07,8.98 + +We first generate the training and test data: +```console +$ python generate-data.py --num-samples 50 --training-data train.csv --test-data test.csv + +Generated 50 training samples (train.csv) and test samples (test.csv). ``` -Then we can simulate their motion (in this case for 20 steps): +In a second step we generate predictions for the test data: ```console -$ python simulate.py --num-steps 20 \ - --input-file initial.csv \ - --output-file final.csv +$ python generate-predictions.py --num-neighbors 7 --training-data train.csv --test-data test.csv --predictions predictions.csv + +Predictions saved to predictions.csv ``` -The `--output-file` (final.csv) is again a CSV file (comma-separated values) -and contains the final positions of all planets. - -It is possible to run on **multiple cores** and to **animate** the result. -Here is an example with 100 planets: -```{code-block} console ---- -emphasize-lines: 7,11 ---- -$ python generate-data.py --num-planets 100 --output-file initial.csv - -$ python simulate.py --num-steps 50 \ - --input-file initial.csv \ - --output-file final.csv \ - --trajectories-file trajectories.npz \ - --num-cores 8 - -$ python animate.py --initial-file initial.csv \ - --trajectories-file trajectories.npz \ - --output-file animation.mp4 +Finally, we can plot the results: +```console +$ python plot-results.py --training-data train.csv --predictions predictions.csv --output-chart chart.svg + +Accuracy: 0.94 +Saved chart to chart.svg ``` + +## Discussion and goals + +:::{discussion} +- Together we look at the generated files (train.csv, test.csv, predictions.csv, chart.svg). +- We browse and discuss the [example code behind these scripts](https://github.com/workshop-material/classification-task). +::: + :::{admonition} Learning goals - What are the most important steps to make this code **reusable by others** and **our future selves**? @@ -90,6 +91,6 @@ $ python animate.py --initial-file initial.csv \ - ... how the code works internally in detail. - ... whether this is the most efficient algorithm. - ... whether the code is numerically stable. -- ... how to code scales with the number of cores. +- ... how to code scales with system size. - ... whether it is portable to other operating systems (we will discuss this later). ::: diff --git a/content/img/chart.svg b/content/img/chart.svg new file mode 100644 index 0000000..23cb3e9 --- /dev/null +++ b/content/img/chart.svg @@ -0,0 +1 @@ +label−12−10−8−6−4−2024681012y01−12−10−8−6−4−2024681012x−12−10−8−6−4−2024681012xfalsetruecorrectAre predictions correct? (accuracy: 0.94)label−12−10−8−6−4−2024681012y01−12−10−8−6−4−2024681012x−12−10−8−6−4−2024681012x01labelTraining data \ No newline at end of file diff --git a/content/index.md b/content/index.md index 8ba7b32..ea66b03 100644 --- a/content/index.md +++ b/content/index.md @@ -30,7 +30,7 @@ them to own projects**. - 13:00-13:30 - **Welcome and introduction** - Practical information (tools, communication, breaks, etc.) - Motivation (reproducibility, robustness, distribution, improvement, trust, etc.) - - {ref}`example-project` + - {doc}`example` - 13:30-14:45 - {ref}`version-control` (1/2) - {ref}`version-control-motivation` (15 min) diff --git a/content/video/animation.mp4 b/content/video/animation.mp4 deleted file mode 100644 index f037fd4f24b7239cf0137112c7537c59394a4372..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 209626 zcmX_nV{~Rs&~0qnwr$%J+sPB#wv&k`wr$%^Cg#Mpt(*6|_q%JI)4i)|S9Mi)uXTQ$ 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