Nicolas's Projects
Codes for the 'To be or what to be' Hacker Rank challenge. The goal is to predict the forms of the 'be' verb in a text.
Solutions to the exercises of the Algorithms Coursera specialization by Stanford (https://www.coursera.org/specializations/algorithms)
AWS server interaction bash scripts.
Driven data bees classifier competition codes.
General csv files datasets exploration scripts and python utils.
Dockerfile for the creation of an Ubuntu image with Python and the main natural language processing librairies.
Dummy FastAPI API deployed with fly.io for testing
Machine Learning model API providing predictions AND explanations
Find strength and weaknesses of restaurants with the Yelp dataset.
Data repository for pretrained NLP models and NLP corpora.
Accompanying course and content for MSDS 631-02 LLMs and MLOps
Predict delivery day likelihoods based on public data for the US.
Abstractions around neural net libraries, most notably Lasagne.
Fight the forgetting curve by reviewing flashcards & entire notes on Obsidian.md
PyCharm shared settings.
The source code that powers readthedocs.org
Lecture notes on reinforcement learning
Multilingual Sentence & Image Embeddings with BERT
Stable Diffusion v2.0 optimized for banana.dev
A game theoretic approach to explain the output of any machine learning model.
Main repository for the Sphinx documentation builder
Python package template with setup,readme and .gitignore files, as well as defined tree structure
πNatural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. π