sylvaincom

Sylvain Combettes's starred repositories

awesome-grad-school

🎓 Advice and resources for thriving and surviving graduate school

Language:MakefileMIT28100

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

Language:JavaScriptMIT785800

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

Language:PythonNOASSERTION2203900

SOFTS

Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion" in PyTorch.

Language:PythonMIT11300

TimeMixer

[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"

Language:PythonApache-2.0109600

LLM101n

LLM101n: Let's build a Storyteller

2562400

tsb-kit

Univariate Time-Series Anomaly Detection algorithms from TSB-UAD

Language:Jupyter NotebookMIT500

spotify-downloader

Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).

Language:PythonMIT1576300

build-nanogpt

Video+code lecture on building nanoGPT from scratch

Language:Python310500

yt-dlp

A feature-rich command-line audio/video downloader

Language:PythonUnlicense7778400

PyBaMM

Fast and flexible physics-based battery models in Python

Language:PythonBSD-3-Clause96400

drawdata

Draw datasets from within Jupyter.

Language:JavaScriptMIT74500

hdbscan

A high performance implementation of HDBSCAN clustering.

Language:Jupyter NotebookBSD-3-Clause273500

tutorials-mva-2023-2024

Tutorials for the Machine Learning for Time Series class - Master MVA (2022/2023)

Language:Jupyter NotebookGPL-3.01700

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

Language:Jupyter NotebookMIT140300

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

Language:Jupyter Notebook730800

nilearn

Machine learning for NeuroImaging in Python

Language:PythonNOASSERTION114800

test

Measuring Massive Multitask Language Understanding | ICLR 2021

Language:PythonMIT108800

LaVague

Large Action Model framework to develop AI Web Agents

Language:PythonApache-2.0512400

dust

Amplify your team's potential with customizable and secure AI assistants.

Language:TypeScriptMIT91400

albert-tchap

Bot for Tchap (the messaging app of the French State) using Albert, the French administration Artificial Intelligence agent

Language:PythonMIT1300

albert

Backend ressources for Albert. Albert is a conversational agent that uses official French data sources to answer administrative agents questions.

Language:PythonMIT11200

sklearn-ragger-duck

A proof-of-concept for a RAG to query the scikit-learn documentation

Language:HTMLNOASSERTION1800

scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC

Language:Jupyter NotebookCC-BY-4.0100900

pygsp

Graph Signal Processing in Python

Language:PythonBSD-3-Clause47500

Time-Series-Works-Conferences

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

MIT74300

skforecast

Time series forecasting with machine learning models

Language:Jupyter NotebookBSD-3-Clause101700

AI-for-Time-Series-Papers-Tutorials-Surveys

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

MIT14800

uni2ts

[ICML2024] Unified Training of Universal Time Series Forecasting Transformers

Language:Jupyter NotebookApache-2.067100

plot

A concise API for exploratory data visualization implementing a layered grammar of graphics

Language:HTMLISC415900