Vincent Le Goualher's repositories
asymmetric_loss
Implement a custom asymmetric loss to train and drive a regression model towards underestimation or overestimation
nlp_hugging_face
Text classification with the transformers library from Hugging Face, by fine-tuning DistilBERT or using summarization + Zero-Shot classification.
aircraft_classifier
This repo is the source of the web app built on the cloud platoform Heroku at:
shiny_apps
Run the CLT Shiny app : https://datatrigger.shinyapps.io/CLT_Visualization/
interpretable_machine_learning
Getting explanations for predictions made by black box models.
kafka_stream_air_quality
Retrieving the air quality index of various cities through an HTTP API and generating a Kafka stream.
algorithms_data_structures
Algorithms & Data Structures in Python
stocks_backend
FastAPI backend to fetch stocks data
stocks_frontend
Frontend of stocks single-page application stocks.vlgdata.io
unlimited-translation_docker_swarm
A translation service (German to English) with no character limit.
unlimited-translation_kubernetes
Deploying our multi-container app unlimited-translation to a GKE cluster
unlimited_translation-backend
Source of the Docker image for the API backend of the unlimited-translation app
unlimited_translation-frontend-k8s
Source code of a translation app's Flask frontend microservice
annotated_research_papers
This repo contains annotated research papers that I found really good and useful
anomaly_detection_lof
Anomaly detection using Local Outlier Factor / Isolation Forest with Python / R
aws_data_engineering
AWS Certified Data Engineer - Associate
computer_vision
Computer vision projects with PyTorch and fast.ai.
datatrigger
My blog about data engineering and machine learning operations
light_gradient_boosted_machine
Experiment with with Microsoft's LightGBM to predict the critical temperature of superconductors.
python-sample-vscode-flask-tutorial
Sample code for the Flask tutorial in the VS Code documentation
school_projects
Here are some projects I did during my master of science in statistics and data science at ISUP, Paris.
sum_random_variables
Contour plots to answer this question: if the sum of two random variables is large, are they likely to be both large ?
unlimited_translation-frontend-swarm
Source code of the Docker image for the unlimited-translation app frontend
weighted_random_forest_spark_3
Experiment with sample weights support added to random forest and a few other classifiers in Spark 3