jiwoncpark / deep-learning-notebooksLinks
Tutorials in various concepts related to deep learning
☆11Updated 4 years ago
Alternatives and similar repositories for deep-learning-notebooks
Users that are interested in deep-learning-notebooks are comparing it to the libraries listed below
Sorting:
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆32Updated 6 years ago
- Code for the Density Deconvolution with Normalizing Flows paper.☆12Updated 5 years ago
- Use Bayesian CNN and Active Learning to Scale Galaxy Zoo (public)☆19Updated 6 years ago
- Photometric Classification of Astronomical Transients and Variables With Biased Spectroscopic Samples☆89Updated 4 years ago
- MCMC package for Bayesian data analysis☆59Updated 8 years ago
- Analysis code for the research paper "Convolutional neural networks: a magic bullet for gravitational-wave detection?"☆36Updated last year
- Deep learning strong lens finder☆25Updated 7 years ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- Open Source Photometric classification https://supernnova.readthedocs.io☆33Updated 5 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated 2 months ago
- Gaussian mixture model for incomplete (missing or truncated) and noisy data☆103Updated 3 years ago
- ☆20Updated 6 years ago
- Lectures on Bayesian statistics and information theory☆31Updated 6 months ago
- Neural network nested and MCMC sampling☆21Updated 4 years ago
- 2020 Tomographic binning challenge☆13Updated 4 years ago
- Machine learning methods for astrophysics (photometric redshift and PDF estimation, star/galaxy classification etc.)☆31Updated 4 years ago
- repo for materials for AstroHackWeek 2020☆23Updated 5 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Predicting galaxy spectra from images☆19Updated 2 years ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 4 months ago
- ☆65Updated last year
- PyAutoFit: Classy Probabilistic Programming☆63Updated last week
- Starter Kit for the Photometric LSST Astronomical Time-series Classification Challenge☆50Updated 2 years ago
- Deep Learning for Astronomers with Keras☆204Updated last week
- Large suite of N-body simulations☆95Updated 2 weeks ago
- Cosmological map inference with deep learning☆15Updated 4 years ago
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆18Updated 3 years ago
- a python package for gravitational wave analysis with the F-statistic☆52Updated 6 months ago
- Deep learning for gravitational potentials, based on well-mixed tracers in phase space.☆11Updated last month