Derek Hanson's repositories
collegehoops
An R package for gathering men's NCAA basketball data.
Time-Series-Generation
Implementation of Time Series Generation via GANs using PyTorch
bsc-genesis-contract
The genesis contracts of Binance Smart Chain.
captum
Model interpretability and understanding for PyTorch
contract-template-for-bep20
Contract Template for BEP20
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
gretel-blueprints
Public blueprints for data use cases
gretel-synthetics
Synthetic data generators for structured and unstructured text, featuring differentially private learning.
HiddenMarkovModel_Pytorch
Pytorch: Viterbi, Forward-Backward and Baum Welch with a Hidden Markov Model (HMM)
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
nyum
A simple Pandoc-powered static site generator for your recipe collection – it effortlessly turns a set of Markdown-formatted recipes into a lightweight, responsive, searchable website.
OpenGym-Taxi-v3
Open Gym Taxi v3 environment solved using sarsamax algorithm(Q-Learning)
option-critic
A Tensorflow implementation of the Option-Critic Architecture
Predicted_Probabilities_Bank_Marketing
Tackling imbalanced data with predicted probabilities. Using the Portuguese bank marketing dataset as a case study, as published in Towards Data Science on Medium.com
pytorch-tabular
Some examples of using PyTorch for tabular data
quantile-regression-tensorflow
Implementations of Quantile Regression
rtsp-simple-server
ready-to-use RTSP / RTMP / LL-HLS server and proxy that allows to read, publish and proxy video and audio streams
site
Course materials for the Automating GIS processes -course, University of Helsinki, Finland
tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
vscode-box-comments
Creates ASCII box comments in Visual Studio Code
ydata-quality
Data Quality assessment with one line of code
ydata-synthetic
Synthetic structured data generators
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite