matthieuvion's starred repositories
gpu-jupyter
GPU-Jupyter: Leverage the flexibility of Jupyterlab through the power of your NVIDIA GPU to run your code from Tensorflow and Pytorch in collaborative notebooks on the GPU.
Awesome-TimeSeries-SpatioTemporal-Diffusion-Model
A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).
Awesome-TimeSeries-LLM-FM
The collection of resources about LLM for Time series tasks
london_rightmove
Production ML rental prediction system.
github_ci_nbconvert
Convert notebook (*.ipynb) files using Github Actions automatically after each commit and access HTML outputs with a public URL using Github Pages
en-fr-translation-service
Dummy project to create an English/French translation service using Hugging Face, Docker and such.
MonsterTrainGameData
Data dumps for Monster Train game data, so that AssetStudio no longer needs to be used.
lmd_classi
Classifier(s). Complete guide SetFit vs fine-tuned Mistral-7B vs. quantized ONNX model based on multi-e5 embeddings
databricks-xgb
Distributed XGB on Spark with MLFlow model tracking. Code & notes on compatibility of (3!) XGB variants with PySpark/Databricks/MLFlow. Ensure notebook works with Community Edition.
lstm-gpu-jupyter
LSTM (PyTorch) , time series prediction: a benchmark case w/ and w/o stationarity + scaling
mt-leaderboard
Just to crunch some stats. Reverse engineering unofficial/undocumented API for Monster Train (game) daily challenge scoreboards.
spark-cluster
Steps to deploy a local spark cluster w/ Docker. Bonus: a ready-to-use notebook for model prediction on Pyspark using spark.ml Pipeline() on a well known dataset