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bagan

Keras implementation of Balancing GAN (BAGAN) applied to the MNIST example.

blkscholesmontecarlo

Pricing a European option using Black Scholes vs. Monte Carlo simulation

character_level_lstm

compfinance

Re-pricing menu so that totals (including tax) are divisible by 5.

cooking-recipes

cracklepop

Program that prints out the numbers 1 to 100 (inclusive). If the number is divisible by 3, print Crackle instead of the number. If it's divisible by 5, print Pop. If it's divisible by both 3 and 5, print CracklePop. You can use any language

ctci

Solutions to questions from Cracking the Coding Interview 4th ed.

diab_retin

Diabetic retinopathy classification (old kaggle)

glucose

Levels

interviewcake

Solutions to Interview Cake swe pblms

knn

K Nearest Neighbours in python

leetcode

Select leetcode problems

legal_doc_parser

Uses GPT-4 & LangChain to parse a sample legal document, extract relevant info and produce a data table

modular_neural_net

Modular (scalable) neural network

mogem

Mixture of Gaussians w/ EM algorithm; python.

movieratings

Predicting movie ratings using beta-binomial model + Tensorflow.

multigraph_lstm_hyperparamsearch

Tutorial/project showing how to use a multi-graph architecture in tensorflow for creating a LSTM along with random hyperparameter search.

multinomialmixturemodel

Finding latent clusters in movie rating data. Using EM alg and multinomial model.

music_lstm

physics_balls_simulation

A visual physics simulation using p5 to depict balls dropping and colliding with one another

spamemail

Predicting whether an email is spam, using Python and Tensorflow.

tensorflow-examples

TensorFlow tutorials and code examples for beginners

transformer

transformer_colab

Explorations in how transformers work, per the paper "Attention is all you need"

tutorial_pretrained_inceptionresnet

Transfer Learning in Tensorflow with Pre-trained Inception-Resnet Model from TF-Slim

word2vec

Python interface to Google word2vec