deepsmoseli Goto Github PK

ascii_art

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

bidirectiona-lstm-for-text-summarization-

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

chpc-parallel-programming-2018

code

deepsmoseli.github.io

Technical Portfolio

detectron2-dormalarm

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

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

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

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

keras-gan

Keras implementations of Generative Adversarial Networks.

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

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.

mlp

implementation of a multi-layer perceptron

mlp-ga-hyperparameter-search

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

model_card

santander-value-prediction

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

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.

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.

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

ttfl.github.io

TTFL home

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.

zuberta

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