Ayan Mitra's repositories
am610.github.io
Personal Webpage
arXiv_2209.14542
Some notebooks from arXiv 2209.14542 paper results
CMNN_Photoz_Estimator
A Python3 implementation of the color-matched nearest-neighbors photometric redshift estimator (Graham et al. 2018, AJ, 155, 1).
Firecrown_LOCAL
For Local hacks
Firecrown_Wrapper
Track of Firecrown Wrapper developement which will be integrated to the LSST TD Pipeline
dlaicourse
Notebooks for learning deep learning
firecrown
constraints rock.
Fisher-Matrix
Computing Fisher matrix and Fisher bias for Supernova magnitude for bias in redshift due to systematic
gpubootcamp
This repository consists for gpu bootcamp material for HPC and AI
H0_tension
A fancy way to represent the tension between Hubble constant measurements
InceptionTime
InceptionTime: Finding AlexNet for Time Series Classification
LSST_SRD_SN_Analysis
Analysis of LSST SRD Y10 SN data for dark energy estimates.
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
machinelearning
Machine learning examples in Matlab/Octave
Neural_Network_For_Regression
Housing price prediction via regression using neural networks
paper_rl_blackbox_thermal_machines
Code used to produce the results presented in the manuscript "Model-free reinforcement-learning of optimal cycles for power and efficiency trade-offs in quantum thermal machines" by P.A. Erdman and F. Noé.
python-science-tutorial
Series of notebooks to illustrate different plotting features using Python
sacc
Save All Correlations and Covariances
Time-series-classification-and-clustering-with-Reservoir-Computing
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
website-templates
150+ HTML5 Website Templates
Youtube_templates
These are the code snippets I use in my Ade0n C0ding youtube channel.