DeepsMoseli

Bidirectiona-LSTM-for-text-summarization-

A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)

Siamese-LSTM-on-sentence-similarity

Using Siamese LSTM to classify repeated quora questions. Attempted pretrained bert embeddings, Word2Vec and training own embeddings together with the model.

LSTMGAN-for-melody-generation

An LSTM GAN implementation for music generation from MIDI files. The work closely follows work on GAN hacks in https://github.com/soumith/ganhacks

MLP-GA-hyperparameter-search

I Evolve an evolutionarry algorithm to optimize a sklearn MLP on the breast cancer dataset

detectron2-dormalarm

I use detectron2 to demonstrate a computer vision powered dorm room security system that leverages transfer learning.

Intro-to-reinforcement-learning

This is a simple Q table based reinforcement learning algorithm aimed to help you get started. The task is for the agent cross a river represented by a string of dashes. I did not want to focus on the display of the environment much so it isnt a good interface

geneticml

This library uses genetic algorithms to for automated hyper-parameter optimization in Machine learning algorithms. this was done as my ICS674 evolutionary computation project

git-novice

Version Control with Git

MLP

implementation of a multi-layer perceptron

TswanaBert

TswanaBERT is a transformer model pre-trained on a corpus of Setswana language data in a self-supervised fashion. works in both pytorch and TF

Wells-Fargo-Campus-Analytics-Challenge-Natural-Language-Processing

In this challenge, the goal is to use a hierarchical topic model for clustering the provided data.

Santander-Value-Prediction

This is an attempt at the santander kaggle competition for predicting the value of transactions for potential customers

ascii_art

Convertion of short video clip frame pixels to special characters (!@#%$&). Then applied it to a NASA rocket launch.

CHPC-parallel-programming-2018

Code

DeepsMoseli.github.io

Technical Portfolio

DetectronCheck

Model to segment and classify check boxes

dinky

Dinky is a Jekyll theme for GitHub Pages

EE616_final_project

Detection of disease in teach from a limited dataset

flaskML

template for deploying ML models in flask

Keras-GAN

Keras implementations of Generative Adversarial Networks.

machine-learning-nlp-utils

short utility functions for common nlp tasks

meteor-application-template-react

meteor-application-template-react

MIT805-Assignment-hadoop

This is intended for the MIT805 hadoop assignment for sharing code, data and version control.

model_card

snowflake-streamlit-bank-performance-demo

A demo of the Mito Streamlit Spreadsheet

ssb_test

this is a test repo.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

ttfl.github.io

TTFL home

zuBERTa

zuBERTa is a RoBERTa style transformer language model trained on zulu text.