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algorithm_templates

algorithm templates and leetcode examples in Python3, you can learn many python tricks too.

awesome-ml-for-systems

📖 A curated list of resources dedicated to Machine Learning for Systems research

conga2022

Code for using Qtorch+ and reproduce Conga2022 results

covidnet

PyTorch implementation of COVID-Net https://github.com/lindawangg/COVID-Net

cwcf

Source code for paper Classification with Costly Features using Deep Reinforcement Learning.

data_structures_and_algorithms

dotfiles

ec2-spotter

Utility for making Spot Instance root disk persistence behave like On Demand instances.

flop

ggml

Tensor library for machine learning

glenn-academic-website

hackerrank

Solutions for HackerRank challenges

heartratepatterns

This work focuses on predictive mortality analysis, through the identification of patterns in heart beats of patients in the intensive care unit (ICU). As a data source, MIMIC III is used, where the patient information is found in the ICU, these data are transformed into graphs, later the possible patterns of beats are located between all the patients, through the frequent graph mining, reduce these patterns using Non-Negative Matrix Factorization (MFN) and group the patients by their characteristics. In the end, using logistic regression identifies the probability that each of these groups of patients have to die.

intro-stat-learning-python

Notes for Introduction to Statistical Learning ... in Python

medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

mit_ocw_linear_algebra_18_06

IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)

ob_redshift_unload

Simplify running a Redshift UNLOAD command to generate headers

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

positnn

PositNN - Framework for training and inference with neural nets usings posits

pyutils

Python utilities

qpytorch

Low Precision Arithmetic Simulation in PyTorch - extension for posit and beyond

udemy__python_dsa_interviews

Files for Udemy Course on Algorithms and Data Structures