rkaunismaa's repositories
CUDA
My CUDA learning journey.
Neural-Networks-From-Scratch-in-Python
This will be my walk through of the book "Neural Networks from Scratch in Python" by Harrison Kinsely & Daniel Kukiela
Deep-Learning---Foundations-and-Concepts
This will be the repository created for the walk through of the book "Deep Learning - Foundations and Concepts" by Christopher Bishop
LLM-Fine-Tuning-Playground
This repo will contain various examples of fine tuning large language models.
Math-and-Architectures-of-Deep-Learning
This will be my walk through of the book "Math and Architectures of Deep Learning" by Krishnendu Chaudhury
NLP4HTML
This repository will contain my exploration of using nlp to parse html.
LangChain-Playground
This will be my playground for LangChain
Llama-3-Playground
This will be my playground for all things using LLaMa 3
crewai-Playground
This will be my playground for all things to do with crewai.
AutoGen-Playground
This will be my playground for all things using AutoGen
Transformers-for-Natural-Language-Processing-and-Computer-Vision-3rd-Edition
This will be a walk through of select code samples of the book "Transformers for Natural Language Processing and Computer Vision" 3rd Edition by Denis Rothman
LLaMa2_PlayGround
This will be my playground for all things using LLaMa2
My-Local-Seer
This will be my first kick at building a fully local, gpu powered chatbot. Just say no to OpenAI kids ...
LLM-Prompt-Recovery
This will be my playground to explore how to recover the LLM prompt that was used to transform a given text.
AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Elastic-Search-Playground
This will be my playground for all things associated with Elastic Search
HandsOnGraphNeuralNetworksUsingPython
Walk through of the book "Hands-on Graph Neural Networks Using Python" by Maxime Labonne (Packt Publishing April 2023)
DiffusersPlayground
This will be my playground for all things to do with HuggingFace Diffusers Library
NaturalLanguageProcessingWithTransformers
Natural Language Processing with Transformers by Lewis Tunstall, Leandro von Werra & Thomas Wolf.
ComputerVisionProjectsWithPyTorch
Walk through of the book 'Computer Vision Projects with PyTorch" by Kulkarni, Shivanaanda, Sharma (Apress 2022)
Transformer-Showcase
What can be done with a Vaswani Transformer other than translation?
MachineLearningwithPyTorchAndScikitLearn
This is my walk through of the book 'Machine Learning with PyTorch and Scikit-Learn' by Sebastian Raschka
StatisticalLearning
This is a walk through of the book 'An Introduction to Statistical Learning with Applications in Python'
KarpathyNanoGPT
This is a walk through of the creation of the nanoGPT code by Andrej Karpathy.
TransformersForMachineLearning
This is my walk through of the book 'Transformers for Machine Learning - A Deep Dive' by Uday Kamath, CRC Press 2022
KarpathyNeuralNetworks
This is a walk through of the excellent Andrej Karpathy Neural Networks Zero to Hero video series on youtube.
GenerativeDeepLearning
This is my walk through of the code for the book 'Generative Deep Learning, 2nd Edition' by David Foster
PyTorchTutorials
This repo contains notebooks found at https://pytorch.org/tutorials/
Interpretability
Interpretability
HuggingFaceBlog
This repository will be for the various code samples from huggingface.co/blog