ajgallard Goto Github PK

ab_testing

toy example for ab-testing

arima-and-seasonal-arima

bert-finetuning-catalyst

Code for BERT classifier finetuning for multiclass text classification

bert_rotten_tomatoes

Conducting Sentiment Analysis with DistilBERT NLP Classifier

catalyst

An Algorithmic Trading Library for Crypto-Assets in Python

cocoapi

COCO API - Dataset @ http://cocodataset.org/

credit_card_fraud_detection

anomaly detection algorithm project

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

github-slideshow

A robot powered training repository :robot:

happiness_report

An analysis of the world happiness report

jupyter-tabnine

Autocompletion with Deep Learning on Jupyter Notebook

keras-io

Keras documentation, hosted live at keras.io

machine-learning-projects

Machine Learning Experiments and Work

mlflow

Open source platform for the machine learning lifecycle

mlflow_experiment

neural-style-transfer

exploring the FNST model and creating new style models

nlpaug

Data augmentation for NLP

portfolio

Portfolio for GitHub Projects using Hugo and GitPages

pytorch-neural-style-transfer

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.

pytorch-neural-style-transfer-johnson

Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.

pytorch.github.io

The website for PyTorch

sacramento_housing

Scraping Housing data for Sacramento and applying data sci techniques.

ssrm

Sequential Sample Ratio Mismatch(SRM) Test

stopwords-json

Stopwords for 50 languages in JSON format

time_series

Time Series analysis using ARIMA, PROPHET, & RNN

timesynth

A Multipurpose Library for Synthetic Time Series Generation in Python

vip

resources for Georgia Tech VIP Class

workflow

notebook showcasing a data science workflow on a toy dataset

youtubevideocode

Code related to my YouTube vids!