Python implementation of the Trajectory Adaptive Multilevel Sampling algorithm for rare events and improvements by Pascal Wang (10130612)

“…<div>This directory contains Python 3 scripts implementing the Trajectory Adaptive Multilevel Sampling algorithm (TAMS), a variant of Adaptive Multilevel Splitting (AMS), for the study of rare events. …”

ClaritySpectra: Raman spectra analysis tool by Aaron Celestian (9395696)

<b>Rethinking neighbourhood boundaries for urban planning: A data-driven framework for perception-based delineation</b> by Shubham Pawar (22471285)

“…</p><p dir="ltr"><b>Reference:</b> <code>find_merge_target_connectivity</code> function in <code>agg_clustring_final.py</code></p><p dir="ltr">Shows:</p><ul><li>(a) Initial hierarchy from standard agglomerative clustering</li><li>(b) Adjusted hierarchy after post-processing refinement</li></ul><h4>Figure 6: Multi-Stage Clustering Workflow</h4><p dir="ltr">Complete workflow of the clustering methodology.…”

Least Bridges Graphs by Richard Frost (14064363)

“…This toolbox was originally created for analysis of values arising in genetic distance measures. The contained algorithms correct errors in commonly used nearest-neighbor and cluster software that are not designed with distances in mind (e.g. nearest-neighbor topology functions currently found in Python, SPSS, etc).…”

Sudoku Dataset by David Towers (12857447)

“…</p> <p>NumPy (.npy) files can be opened through the NumPy Python library, using the `numpy.load()` function by inputting the path to the file into the function as a parameter. …”

GameOfLife Prediction Dataset by David Towers (12857447)

“…Excluding 0, the lower numbers also get increasingly unlikely, though more likely than higher numbers, we wanted to prevent gaps and therefore limited to 25 contiguous classes</p><p dir="ltr">NumPy (.npy) files can be opened through the NumPy Python library, using the `numpy.load()` function by inputting the path to the file into the function as a parameter. …”

CSPP instance by peixiang wang (19499344)

“…<p dir="ltr">This Python script (<code>instance_generator.py</code>) is a tool designed to <b>programmatically generate synthetic instance data for container stowage and logistics problems.…”

Expression vs genomics for predicting dependencies by Broad DepMap (5514062)

“…</p><p dir="ltr">PRISM: The PRISM pooled in vitro repurposing primary screen of compounds</p><p dir="ltr">GDSC17: Cancer drug in vitro drug screens performed by Sanger</p><p dir="ltr"><br></p><p dir="ltr">The files of most interest to a biologist are Summary.csv. If you are interested in trying machine learning, the files Features.hdf5 and Target.hdf5 contain the data munged in a convenient form for standard supervised machine learning algorithms.…”