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Sizwe Mamba's Projects

beta-vae icon beta-vae

Empirical analysis of beta-VAE. Reference papers https://arxiv.org/abs/1804.03599 and https://arxiv.org/abs/1606.05579

bomberman icon bomberman

An OpenGL C++ implementation of classic bomberman game.

creditcard-fraud-detection icon creditcard-fraud-detection

Given a list of credit card transactions can you classify whether the transaction is fraudulent? This is a machine learning model to perform binary classification on credit card transactions

edward icon edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

examples icon examples

Examples of Vue Material that can be used for testing, prototyping or reproduction purposes.

falco icon falco

A functional-first toolkit for building brilliant ASP.NET Core applications using F#.

fdf icon fdf

projecting 3D from 2D using isometric projection

jae icon jae

A fully integrated, compound engine for json analysis

latent-gan icon latent-gan

Inferring latent space using neural network based variational inference inspired from https://arxiv.org/abs/1312.6114

loguru icon loguru

Python logging made (stupidly) simple

ls icon ls

A custom implementation of the unix 'ls' cli tool

mat42 icon mat42

A simple library for basic matrix operations (not optimized)

mlflow icon mlflow

Open source platform for the machine learning lifecycle

mod1 icon mod1

dummy graphical water simulation engine

numerai-models icon numerai-models

Statistical and machine learning models for numerai. check out http://numer.ai for more information

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

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