Predictive Analytics Lab (@wearepal)
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Top repositories

1

data-science-types

Mypy stubs, i.e., type information, for numpy, pandas and matplotlib
Python
202
star
2

EthicML

Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
Python
24
star
3

conduit

Lightweight framework for data-loading with PyTorch and harvesting the power of (PyTorch) lightning
Python
11
star
4

nifr

Null-sampling for Interpretable and Fair Representations
Jupyter Notebook
8
star
5

UniversalGP

Generic implementation of GP model
Python
8
star
6

qBOLD-VI

A Bayesian inference package for qBOLD MRI data
Python
5
star
7

okapi

[NeurIPS 2022] Okapi: Generalising Better by Making Statistical Matches Match
Python
5
star
8

Data-Domain-Fairness

Python
4
star
9

denoising

Fully-convolutional image denoiser incorporating camera ISO values as conditional information.
Python
3
star
10

ranzen

A python toolkit facilitating machine-learning experimentation.
Python
3
star
11

ecoacoustics

Jupyter Notebook
3
star
12

datasheet_generation

Jupyter Notebook
3
star
13

fescher

A foray into the world of performative prediction
Python
2
star
14

acre-cascade

Python
2
star
15

biomassters

Python
2
star
16

teext

Typing extensions extensions
Python
2
star
17

compression-subgroup

[EMNLP 2023] Are Compressed Language Models Less Subgroup Robust?
Python
2
star
18

ethicml-models

Models for EthicML
Jupyter Notebook
2
star
19

RealPatch

Python
2
star
20

presentations

View presentations here: https://wearepal.ai/presentations/
HTML
2
star
21

landscapes

TypeScript
2
star
22

hyaline

A repo with the straightforward goal of evaluating and comparing various domain-generalisation, group-robust, and distributionally-robust algorithms on common benchmarks in an attempt to gauge what progress (if any) has been made and thereby identify future avenues of research.
Python
2
star
23

missing-sources

Jupyter Notebook
1
star
24

neoconfigen

configen-fork with extended type-support
Python
1
star
25

topocluster

Python
1
star
26

landscapes-ml

Models and training routines for the 'landscapes' projects
Python
1
star
27

rhyolite

Simple creation of data classes from dictionaries.
Python
1
star
28

support-matching

Jupyter Notebook
1
star