Aashish Tripathee's repositories
arxiv-sanity-preserver
Web interface for browsing, search and filtering recent arxiv submissions
core
:house_with_garden: Open source home automation that puts local control and privacy first.
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
EQTransformer
EQTransformer, a python package for earthquake signal detection and phase picking using AI.
hacs-vikunja-integration
Embed your Vikunja Tasks into HomeAssistant
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
LoadCellOccupany
Home automation occupancy sensor using load cells
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
open-recipe
Gathering an Open Recipe Dataset
quant-notes
Quantitative Interview Preparation Guide, updated version here ==>
Sharp2021b
Code for implementing parameter inference and information geometry techniques.
STFNets
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks
umich-eecs545-lectures
This repository contains the lecture materials for EECS 545, a graduate course in Machine Learning, at the University of Michigan, Ann Arbor.
VAE-for-Regression
A toy example of VAE-regression network