Andrew Ginns's repositories
geoblender
Tutorials for making 3D-looking maps with Blender and QGIS
model_interpretability
Exploring different methods of model interpretability
plant-watch
Monitoring and Analysis of Plant Sensors
andrewginns.github.io
Personal Website
ar-cutpaste
Cut and paste your surroundings using AR
classify_with_bert
BERT Model transfer learning
cognitive-services-speech-sdk
Sample code for the Microsoft Cognitive Services Speech SDK
dnbtestdata
Playground for creating test data
getting-started
Code examples to get your first working request to DNB APIs
inpynting
Image inpainting using Markov random field modelling
kobo-nightmode
white-on-black mode for Kobo ebook readers
LocalAI
:robot: Self-hosted, community-driven, local OpenAI compatible API. Drop-in replacement for OpenAI running LLMs on consumer-grade hardware. Free Open Source OpenAI alternative. No GPU required. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, gpt4all, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others
Movie_classification
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
Movie_or_Code
NLP tasks working with StackOverflow and Movie data
OutcomePrediction
Jupyter Notebook to predict whether or not students successfully complete training courses. Code should serve as a relatively general base for binary or multi-class predictions.
PConv-Keras
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
plotly_toolkit
Repository for various plotting functions using plotly
privateGPT
Interact privately with your documents using the power of GPT, 100% privately, no data leaks
stable-diffusion-webui
Stable Diffusion web UI
stable-diffusion-webui-1
Stable Diffusion web UI
SyntheticData
Playground for investigations into synthetic data generation for differential privacy
tennis-booking-bot
A bot to help create tennis bookings
tflite_object_detect
Object detection using TFlite models
Timeseries-Multivariate-Regression
Regression Modelling Using Multi-variate Timeseries Data Inputs
visualising_high_dimensions
Repository containing code to visualise high dimensional data in 2D and 3D latent space.