Stars
Just to crunch some stats. Reverse engineering unofficial/undocumented API for Monster Train (game) daily challenge scoreboards.
https://matthieuvion.github.io/lmd_viz/ 236k comments of Le Monde on Ukraine. A proxy to measure people' engagement. Semantic search & SBERT models testing via Sentence-Transformer / Faiss
Data dumps for Monster Train game data, so that AssetStudio no longer needs to be used.
A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).
The collection of resources about LLM for Time series tasks
Production ML rental prediction system.
Dummy project to create an English/French translation service using Hugging Face, Docker and such.
Custom dataset of Le Monde (236 k comments), 1-year-coverage-on-Ukraine & custom made associated API (need Subscriber credentials)
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
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.
Classifier(s). Complete guide SetFit vs fine-tuned Mistral-7B vs. quantized ONNX model based on multi-e5 embeddings
Efficient few-shot learning with Sentence Transformers
LSTM (PyTorch) , time series prediction: a benchmark case w/ and w/o stationarity + scaling
GPU-Jupyter: Your GPU-accelerated JupyterLab with a rich data science toolstack, TensorFlow and PyTorch for your reproducible deep learning experiments.
Reverse engineered API of Microsoft's Bing Chat AI
Save thousands of API calls. Custom model & dataset aiming at predicting a game difficulty score ("lobby avg kd") without calling players' games history stats and profiles.
Light asynchronous wrapper for COD Warzone (1) API. Available on PyPi.
Streamlit-based dashboard that collect, aggr. and visualize player's stats from Call of Duty Warzone1. Also deploy our model (cf. /match2kd repo) to predict game difficulty ("lobby kd") from game f…
Convert notebook (*.ipynb) files using Github Actions automatically after each commit and access HTML outputs with a public URL using Github Pages