Derek Hanson (dhutexas)

dhutexas

Geek Repo

Location:Austin, TX

Home Page:derekjhanson.com/

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Derek Hanson's repositories

collegehoops

An R package for gathering men's NCAA basketball data.

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Time-Series-Generation

Implementation of Time Series Generation via GANs using PyTorch

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bsc-genesis-contract

The genesis contracts of Binance Smart Chain.

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captum

Model interpretability and understanding for PyTorch

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contract-template-for-bep20

Contract Template for BEP20

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Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

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finance

Methods for gathering, processing, storing, and analyzing financial data on equities.

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flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

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generator

CyberDoggos NFT Generator

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gretel-blueprints

Public blueprints for data use cases

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gretel-synthetics

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

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HiddenMarkovModel_Pytorch

Pytorch: Viterbi, Forward-Backward and Baum Welch with a Hidden Markov Model (HMM)

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HRL-taxi

Solution for Taxi env using HRL (Hierarchical reinforcement learning) (2018)

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Mandrova

An Awesome Synthetic Sensor Data Generator for Python3

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MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

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nixtlats

Deep Learning for Time Series Forecasting.

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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.

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OpenGym-Taxi-v3

Open Gym Taxi v3 environment solved using sarsamax algorithm(Q-Learning)

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option-critic

A Tensorflow implementation of the Option-Critic Architecture

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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

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pytorch-tabular

Some examples of using PyTorch for tabular data

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quantile-regression-tensorflow

Implementations of Quantile Regression

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rtsp-simple-server

ready-to-use RTSP / RTMP / LL-HLS server and proxy that allows to read, publish and proxy video and audio streams

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site

Course materials for the Automating GIS processes -course, University of Helsinki, Finland

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tensor-house

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

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vscode-box-comments

Creates ASCII box comments in Visual Studio Code

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ydata-quality

Data Quality assessment with one line of code

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ydata-synthetic

Synthetic structured data generators

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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