Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

System design interview for IT companies

Code for 1st Place Solution in Intracranial Hemorrhage Detection Challenge @ RSNA2019

Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

Data plus code fo Classification of Heart Sound Signal Using Multiple Features

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style

PyTorch implementation of our work: Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning (WASPAA 2023)

This is the official implementation of the work RespireNet.

Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)

Data repository of Project Coswara

Universal and Transferable Attacks on Aligned Language Models

DeepBeat: Multi-task deep learning for cardiac rhythm detection in wearable devices

Here we collect and discuss the best DeFi, Blockchain and crypto-related OpSec researches and data terminals - contributions are welcome.

A curated list of awesome algorithmic trading frameworks, libraries, software and resources

List of awesome resources for machine learning-based algorithmic trading

Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks

Pytest plugin for analyzing resource usage during test sessions

💀 Mac app to block your own access to distracting websites etc for a predetermined period of time. It can not be undone by the app or by a restart – you must wait for the timer to run out.

Runs rclone to sync to Google Drive — Works within an HPC environment — Tries to catch errors gracefully and informatively

This python script guesses the race and gender (probabilistically) of the first and last authors for papers in your citation list (in the form of a .bib file) and compares your list to expected dis…

To convert Human Connectome projects(HCP) data to BIDS std

An Action to create releases via the GitHub Release API

🚀 Automatically deploy your project to GitHub Pages using GitHub Actions. This action can be configured to push your production-ready code into any branch you'd like.

Seamless integration of tox into GitHub Actions for tox 3 and 4

Deploy Dask on job schedulers like PBS, SLURM, and SGE

Python module that makes working with XML feel like you are working with JSON

Set up your GitHub Actions workflow with conda via miniconda