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18s191

Course 18.S191 at MIT, Spring 2021 - Introduction to computational thinking with Julia:

advml2020

Advanced Topics in Statistical Machine Learning, Oxford Statistics, Hilary Term 2020

aind-isolation

This is the Chris Rivera's fork of the Isolation project from Udacity.

aind-nlp

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

aind-planning

aind-recognizer

aind-simulated_annealing

Jupyter notebook exercise to check your understanding of simulated annealing

aind-sudoku

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

aind2-rnn

Project materials for RNN segment of AIND nanodegree

annotated_deep_learning_paper_implementations

🧑‍🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

cas

Recurrent neural networks with customized attention spans

classifiyingfish

This is CATT_Datascience repo for classifying fish.

cookbook-2nd

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

course-v3

The 3rd edition of course.fast.ai

course22

The fast.ai course notebooks

coursenotebooks

coursework

summer school coursework

covid-19-data

An ongoing repository of data on coronavirus cases and deaths in the U.S.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

data

Open Data Sources

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-science-blogs

A curated list of data science blogs

datasciencecoursera

A repository for data science work via courser

datasharing

The Leek group guide to data sharing

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepdive

DeepDive