matthieuvion's repositories
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
lmd-fastapi-docker
Containerize (Docker) and serve (FastAPI) lmd-comment classifier (ONNX).
matthieuvion
Curious