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abagail

The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves.

anomalydetection

Multivariate Anomaly Detection as Described in Andrew Ng's Coursera Lectures

article-classifier-pipeline

Fun with ML pipelining

attention-notes

A Summary of my understanding of transformers from the "Attention is all you need" paper

boyko.io

boyko.io bootstrap web site

chirps

Discover sensitive/confidential information stored in a vector database

cnn-dlai

ConvNet from scratch assignment - deeplearning.ai

cnn-mnist-digits

Quick Refresher on Convolutional Neural Networks with MNIST and PyTorch

cv-lecture-quizzes-python

Python version of GT/Udacity Introduction to Computer Vision quizzes

decisiontree

ID3 algorithm for Decision Trees

dinosaurisland_dlai

Character level language model - Dinosaurus Island - deeplearning.ai

dnn-dlai

DNN from Andrew Ng's deeplearning.ai

dpv

DP problems from DPV

em

Expectation-Maximization as described by Victor Lavrenko's youtube lectures

emojify_dlai

Emojify, ie Sentiment Analysis with word2vec and LSTM - exercise from Ng's deeplearning.ai

face_recognition_dlai

Face Recognition project from Andrew Ng's deeplearning.ai

gams-in-r-course

Generalized Additive Models in R: A Free Interactive Course

gatech-cv

script from Georgia Tech Computer Vision

gdrl

Grokking Deep Reinforcement Learning

gdrl-practice

Just practice with Miguel Moralea's GDRL book

gemma.cpp

lightweight, standalone C++ inference engine for Google's Gemma models.

gym-walk

Random walk OpenAI Gym environment.

hw3-tester

hyperinit-dlai

Deeplearning,ai Assignment: Neural Net Weights Initialization Strategies Comparison

k-means

K-Means from scratch

keras-dlai

Keras tutorial from deeplearning.ai - building a ConvNet

knn

Weighted KNN. The closer the neighbor is in normalized feature space, the more its vote weighs.

linear_regresion

Just some batch linear regression fun with numpy and matplotlib

linearregression_3d_bloodpressure

Linear Regression for the Simple Cengage Systolic Blood Pressure Dataset

linregsklearn

Linear Regression with scikit-learn