Valentin Goldité

Jax + Haiku fan. Self-attention for the win.

Projects

yaecs

YAECS (Yet Another Experiment Config System): Config System which allows easy manipulation of config files for safe, clear and repeatable experiments.

Python - Released: 02 Sep 2022 - 8

gan-face-editing

Face attribute manipulation with GAN for automatic data augmentation or individual editing.

Jupyter Notebook - Released: 06 Mar 2022 - 25

cliconfig

Merging yaml config and set parameters with CLI. Use config processing for more advanced manipulations.

Python - Released: 06 May 2023 - 8

torch_pca

Principal Component Anlaysis (PCA) in PyTorch.

Python - Released: 13 Jun 2024 - 3

GANJax

Implementation of different GAN in JAX/Haiku.

Python - Released: 20 Nov 2021 - 14

LeafNothingBehind

Repository of the 2023 Transfer Learning competition in partnership with World From Space. Team Antoine Aurélien Clement Valentin.

Python - Released: 02 Apr 2023 - 9

logml

Log your ml training in the console in an attractive way.

Python - Released: 26 Apr 2023 - 4

deep-learning-installation

This tutorial provide a step-by-step pipeline to install an effective Python set-up optimized for deep learning for Ubuntu LTS, containing libraries to use efficiently the last versions of Tensorflow and Pytorch with the GPU and a comfortable environment of work with flexible and highly customizable IDE (VSCode) and environment manager (Virtualenv/VirtualenvWrapper).

Released: 26 Jun 2021 - 6

docstripy

Convert any python docstrings with the docstring format you want (Numpydoc, Google, ReST).

Python - Released: 23 Jan 2024 - 1

my_ml_template

Personal template for machine learning (and more).

Python - Released: 11 Jun 2022 - 6

PANNsTensorflow

Tensorflow implementation of Qiuqiang Kong's PANNs (https://github.com/qiuqiangkong/audioset_tagging_cnn/tree/keras_waveform)

Python - Released: 11 Jul 2021 - 4

gan-facies-modeling

Facies modeling using GANs

Jupyter Notebook - Released: 22 Jul 2022 - 6

rr-ml-config-public

Python - Released: 16 Apr 2022 - 4

automatants

All scripts of my trainings for the AI association of CentraleSupelec : "Les Automatants"

Python - Released: 23 Jan 2021 - 4