davebulaval/bonnes-pratiques-git-material

Matériel pour la formation Bonnes pratiques & Git

Hi there, I'm David - aka davebulaval

I’m a Ph.D. student, ML researcher, founder of an AI podcast, and an AI consultant!

• I’m working on my academic research, Poutyne, Deepparse and MeaningBERT!
• I’m developing my skills in NLP
• I’m developing my consulting firm with colleagues: Baseline
• I’m developing a bilingual AI podcast: OpenLayer
• I’m developing a bilingual blog site with colleagues: .Layer

Framework I work on

• Poutyne: A simplified framework for PyTorch and handles much of the boilerplating code needed to train neural networks.
• Deepparse: A state-of-the-art library for parsing multinational street addresses using deep learning.
• notif: A easy-to-use package to send notifications from a Python script.

Other Packages

• Actuarial Symbol: Typesetting actuarial symbols easily and consistently in LaTeX.
• nCopula: Construct and manipulate hierarchical Archimedean copulas with multivariate compound distributions.

Presentations I did

• Reproductibilité en apprentissage automatique
• Configuration and results management with MLflow, Hydra and Poutyne (also in French)
• Levraging Subword Embeddings for Multinational Address Parsing
• Detection of Duplicates Among Non-structured Data From Different Data Sources
• Bonnes pratiques & Git

Articles:

• "FIJO": a French Insurance Soft Skill Detection Dataset
• Multinational Address Parsing: A Zero-Shot Evaluation
• Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations
• Leveraging Subword Embeddings for Multinational Address Parsing
• A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well

📺 Latest YouTube Videos

• OpenLayer - #43 | Véronique Tremblay
• OpenLayer - #42 | Gabrielle Vachon
• OpenLayer - #41 | Ilyes Talbi
• OpenLayer - #40 | François Pelletier
• OpenLayer - #39 | Vanessa Deschênes

📌 GitHub Stats

bonnes-pratiques-git-material's Issues

Add wip copy-paste trick

c'est pas un trick de git, c'est juste un trick de comment utiliser git

je te donne un exemple ben ben concret
j'ai une expé avec sa config linsit_exp.yaml
et je veux faire la meme expé avec des priors, donc je veux créer un linsit_exp_priors.yaml, avec 95 % du code qui est identique à linsit_exp.yaml
je fais mon copy pasta et je nomme la copie au bon nom
je commit [WIP] linsit_exp_priors.yaml
je fais mes modifs
et quand je veux commit que linsit_exp_priors.yaml est fini, mon git diff me montre la différence entre linsit_exp.yaml et linsit_exp_priors.yaml
au lieu d'avoir un git diff qui est le fichier au complet si j'avais pas eu le commit intermédiaire [wip]

Add good commit message

https://www.freecodecamp.org/news/how-to-write-better-git-commit-messages/