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18337

18.337 - Parallel Computing and Scientific Machine Learning

2021-leicester-seminar

Code for a seminar talk at University of Leicester, UK

6s083

Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic

academic_advisory

Collected opinions and advice for academic programs focused on data science skills.

activation-functions-examples-pytorch

Repository containing article with examples of custom activation functions for Pytorch

adamod

Adaptive and Momental Bounds for Adaptive Learning Rate Methods.

advancedstatistics

Accompanying data for my book Advanced Statistics with Application in R - www.eugened.org

ai-deep-learning-lab-2021

Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021

ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

alphazerofromscratch

altair

Declarative statistical visualization library for Python

analysis-flow

Data Analysis Workflows & Reproducibility Learning Resources

antspy

Advanced Normalization Tools in Python

antspynet

Medical image analysis framework merging ANTsPy and deep learning

appliedstats

:bar_chart: Methods of Applied Statistics Course Textbook Repository

array_to_latex

artline

A Deep Learning based project for creating line art portraits.

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

attentionn

All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-fastai

collection of fastai resources: blog posts, twitter threads etc.

awesome-jax

JAX - A curated list of resources https://github.com/google/jax

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-manim

A database with many Manim users and content creators

awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-quarto

A curated list of Quarto talks, tools, examples & articles! Contributions welcome!

bambi

BAyesian Model-Building Interface (Bambi) in Python.

bart

BART: Toolbox for Computational Magnetic Resonance Imaging

bart-webinars

Landing page for BART Webinars