AaronWard/generative-ai-workbook

Stars
178
Rank 214,989 (Top 5 %)
Language
Python
Created about 1 year ago
Updated 3 months ago

AaronWard/generative-ai-workbook

AaronWard

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Central repository for all LLM development

Generative AI Workbook

This is a central location for all generative AI related work from courses, personal projects, small running examples etc.

Projects

learning: Folders for learning concepts of different tools and frameworks such as LangChain, Autogen etc.
personal_projects: location for small once of project to test out features
tools: Location for outputs of ready-made AI tools and models.

Blog

The Discussion section contains bitesize posts from my learnings about different concepts in the generative AI space.

Usecases of LLMs

Search
Classification
Clustering
Data, Text and Code generation
Summarization
Rewriting
Extractions
Proof reading
Querying Data

covidify

Covidify - corona virus report and dataset generator for python 📈 [no longer being updated]

Jupyter Notebook

PU-learning-example

An example repo for how PU Bagging and TSA works.

Churn-Modelling-Artificial-Neural-Network

Using an afticial neural network to predict customers who leave the bank.

Convolutional-neural-network-for-image-recognition

This convolutional neural network uses the keras and tensor flow backend. It has been trained on 8000 images of cats and dogs. Given an image of a cat or a dog, it can give an accurate prediction of what the object in the image is.

IBM-Watson-Speech-To-Text

A react app that uses the users microphone, when the user talks the voice is streamed to IBM Watson's speech to text API and returns the it in textual format.

Facial-Detection-Node-App

A test project for facial detection using tracking.js

IBM-Watson-Tone-Analysis

raspberry-pi-projects

Repository for electrical engineering with Python and Raspberry PI

historia-lingua

🗺️ 💬 Interactive LLM powered history application

model-training-tensorflow

Tensorflow model for training the CNN on the Ck+ dataset

Jupyter Notebook

time-series-analysis

Repo for experimenting with time series data

Jupyter Notebook

Tensorflow-XOR

ios-development

A repository for resources for the (iOS 13 & Swift 5 - The Complete iOS App Development Bootcamp (1https://www.udemy.com/course/ios-13-app-development-bootcamp/)

ml_pipeline_template

Template repo for creating MLFlow pipeline

mlops-practice

Practice repo for MLOps on Azure using terraform.

Design-Pattern-Assignment

A program that use's 4 design patterns (Factory, builder, singleton and the composite pattern). The program also uses a MySQL database to store data of registered users.

course-projects

Central repository for all code related to courses

Jupyter Notebook

covid-19-analysis-hosting

This is a flask app that will spark off the covidify package everyday. It will using kaffeine to ping the server every 30 minutes to keep it awake (#FreeHosting) , and a cron job will be set up in order to run the job every day