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Starred repositories
Code I used for my YouTube videos
RL environment to study the evacuation of pedestrians from dimly rooms.
Multimodal contrastive pretraining for astronomical data
Collection of optically-selected TDEs, with black hole mass measurements from their late-time plateau luminosity
Jason's toy model for predicting halo mass from merger tree in TNG100
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
Code base for "Can denoising diffusion probabilistic models generate realistic astrophysical fields?"
Transformer based foundation model for galaxy images (and general astronomy)
Predicts 3D halo distributions from dark matter simulations using a physically motivated Wasserstein mapping network
llama3 implementation one matrix multiplication at a time
Cosmological Data Compression and Inference with Self-Supervised Machine Learning
A Python package to generate a diff between two nested structures.
Understanding Deep Learning - Simon J.D. Prince
Project: Advanced Lane Finding || Udacity: Self-Driving Car Engineer Nanodegree
SRG/eROSITA Lockman Hole source classification, accompanies the paper "SRG/eROSITA Survey in the Lockman Hole: Classification of X-ray Sources", published in Astronomy Letters.
Jupyter-friendly Python interface for C++ MINUIT2
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
AI related projects -- learning progress
AI code-writing assistant that understands data content
Implementation of the watchbot, to control the behaviour of a LLM-based chatbot
Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
A comprehensive list of published machine learning applications to cosmology
Interact with your documents using the power of GPT, 100% privately, no data leaks
the notebook for Kaggle Munich SHAP 101 talk
RainbowLasso compiles matched aperture fluxes from ultraviolet to infrared for all-sky surveys.
Planck U-Net and y-map SZ catalogs