Nestor Demeure (@nestordemeure)
github

nestordemeure

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Top repositories

1

question_extractor

Generate question/answer training pairs out of raw text.
Python
195
star
2

fastai-extensions-repository

A list of extensions for the fastai library.
160
star
3

friedrich

A Rust implementation of Gaussian Process regression.
Rust
56
star
4

Simplers

Rust implementation of the Simple(x) Global Optimization algorithm
Rust
31
star
5

flaxOptimizers

A collection of optimizers, some arcane others well known, for Flax.
Python
29
star
6

AdaHessianJax

Jax implementation of the AdaHessian optimizer
Python
19
star
7

impersonator

Chat with an AI simulation of anyone as easily as copy-pasting text into a folder!
Python
19
star
8

ManifoldMixupV2

Manifold-Mixup implementation for fastai V2
Jupyter Notebook
17
star
9

GPTranslate

Translate any text using GPT.
Python
14
star
10

jochastic

A JAX implementation of stochastic addition.
Python
12
star
11

shaman

Evaluate the numerical accuracy of an application (mirror of the Gitlab main repo).
C++
11
star
12

text_rewritter

Rewrite large texts using deep learning.
Python
7
star
13

tabularGP

Gaussian process applied to tabular models (implemented with fastai)
Python
7
star
14

stop_word

Huggingface transformers stopping criteria that halts the generation when a given stop word is encountered.
Python
7
star
15

gambit

Symbolic regression using Monte-Carlo tree search
Rust
7
star
16

stochastorch

A Pytorch implementation of stochastic addition.
Python
5
star
17

permutationImportance

Feature importance by the permutation method (for fastai V1)
Python
5
star
18

chromosomes

Classify pictures of chromosomes.
Python
4
star
19

xmap

Alternative xmap implementation for JAX
Python
4
star
20

pandas2numpy

Dataframe to tensor converter for deep learning.
Python
3
star
21

pairArithmetic

A very simple, header only, implementation of pair arithmetic. Destined to be used when a C++ program needs a local boost in accuracy but cannot easily be refactored to be more numerically stable.
C++
3
star
22

jax_nersc_distributed_demo

Distributed JAX at NERSC (demo).
Python
3
star
23

flaxOptimizersBenchmark

Benchmarking code to evaluate Flax optimizers
Python
2
star
24

artificialartist

A set of scripts I use with stable diffusion.
Python
1
star
25

nestordemeure.github.io

My blog.
JavaScript
1
star
26

GoogleHashCode2017

Google Hashcode 2017 (team HTAG)
F#
1
star
27

kd_optimization

A blackbox optimization algorithm using kd-tree space partitionning and monte-carlo tree search.
Rust
1
star
28

letMeNERSCthatForYou

A custom made documentation bot for NERSC.
Python
1
star
29

fastshap

A wrapper for using SHAP in fastai2
Jupyter Notebook
1
star
30

awesome-rust-floats

Curated list of Rust floating point crates and utilities.
1
star
31

paretoFront

Rust library to build a pareto front incrementaly.
Rust
1
star