Gary Hutson's repositories
ConfusionTableR
a package to collapse the outputs of CARET's confusion matrix for storage in database tables
PyHacks-Tutorials
PyHacks is a tutorial repo managed by Gary Hutson from hutsons-hacks.info.
controlnet-playground
A repository to show the power of the ControlNet framework
generative-ai
Sample code and notebooks for Generative AI on Google Cloud
time-series-forecasting-python
A repository to show how to apply forecasting in Python to someone who knows it in R
audio-transformers-course
The Hugging Face Course on Transformers for Audio
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
bitsandbytes
8-bit CUDA functions for PyTorch
curated-transformers
:robot: A PyTorch library of curated Transformer models and their composable components
dreambooth-fine-tuning-pytorch
A repository to support the Leeds Data Science presentation
generative-models
Generative Models by Stability AI
giffusion
Create GIFs and Videos using Stable Diffusion
Google-Advanced-Data-Analytics-Professional-Certificate
The Google Advanced Data Analytics Certificate contains information on how to use machine learning, predictive modeling, and experimental design to collect and analyze large amounts of data, and prepare for jobs like Senior Data Analyst and Junior Data Scientist.
Graph-Data-Science-with-Neo4j
Graph Data Science with Neo4j, Published by Packt
haystack
:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, Falcon and alike). Haystack offers production-ready tools to quickly build complex question answering, semantic search, text generation applications, and more.
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
langchain-tutorials
Overview and tutorial of the LangChain Library
level-up-advanced-sql-4311094
This repo is for the Linkedin Learning course: Level Up: Advanced SQL
LLM-Finetuning
LLM Finetuning with peft
ManimML
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
python-docs-samples
Code samples used on cloud.google.com
RetNet
An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"
shell_gpt
A command-line productivity tool powered by GPT-3 and GPT-4, will help you accomplish your tasks faster and more efficiently.
SimpleTuner
A general fine-tuning kit geared toward Stable Diffusion 2.1 and SDXL.
stable-diffusion-colab
Colab notebook for Stable Diffusion XL.
T2I-Adapter
T2I-Adapter
tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models.