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bmi_and_life_expectancy

predicts life expectancy of men from different countries based on their body mass index

clustering_customer_segments

escribe the variation in the different types of customers that a wholesale distributor interacts with. Doing so would equip the distributor with insight into how to best structure their delivery service to meet the needs of each customer

conv_nn_mnist

using CNN on mnist dataset

convnn_using_cifar10

using cnn and mlp to classify cidfar10

datastruct_algorithm_practice

practice big o notation and popular algorithms

deepdream_tensorflow

uses google tensorflow trained neural net inception to apply deep dream to a sample image

face_recognition_pca

using principal component analysis to build a model for face recognition

faceswap

Deepfakes Software For All

finding_potential_charity_donors_ml

find target audience of potential donors for charity using supervised Machine learning models

fusedream

gaussian_mm

This is a model on Gaussian Mixture Models, they are probability distributions that consist of multiple Gaussian distributions.

generate_music_tensorflow

Use TensorFlow to generate short sequences of music with a [Restricted Boltzmann Machine](http://deeplearning4j.org/restrictedboltzmannmachine.html).

generative_models_and_dtm

this is a project for testing various text mining and machine learning technologies. it uses generative models and document word matrix

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

hairclip

HairCLIP: Design Your Hair by Text and Reference Image

hexabot_2

hierarchical-clustering-and-dbscan

conduct hierarchical clustering and DBscan on the Iris dataset which contains 4 dimensions/attributes and 150 samples

ibm_data_science_certification

ica_and_random_projecttion

Independent component analysis use case

imdb_movies_in_keras

IMDB in movies

lstm_neuralnet

This is an LSTM (long short term memory) network built using just numpy. LSTM's are an improvement to recurrent networks, able to remember long range dependencies.

magnisilver_navigation_ldlidar

magnisilver_navigation_rplidar

mask2former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

ml_model_param_tuning

Machine learning model Hyper-parameters tuning use case along with evaluation metrics

omnizart

Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.

opendr

A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning

predicting_boston_houses_prices

I've come across the Boston Housing dataset which contains aggregated data on various features for houses in Greater Boston communities, including the median value of homes for each of those areas. This code will build an optimal model based on a statistical analysis with the tools available. This model will then be used to estimate the best selling price for your clients' homes.

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

recommender_systems

uses lightfm to implement recommender systems for movies