jamisonproctor Goto Github PK

algos_and_data_structures

Following free code camp tutorial on algorithms and data structures.

anomaly_detection_in_wind_turbines

Tasked by Fluence to apply ML based anomaly detection to unlabeled wind turbine power curve data.

azureml

docker_in_vscode

goemotions

Tutorial repository used to learn about sentiment and inappropriate speech detection using hugging face.

hugging_face_audio

Following the hugging face audio tutorial.

intelligent_ui

Intelligent UI is a user-friendly tool designed to streamline interactions with ChatGPT-4.0 and similar AI text interfaces. With the ability to dynamically generate intuitive UI widgets on the fly, it demystifies AI conversations, making them more accessible to everyone, regardless of their familiarity with prompt engineering or the realm of AI.

interviewed_customer_relationship_clusterer

I explore clustering methods with a dataset of 200 customers, including 10 who have undergone in-depth discovery interviews. The goal is to identify patterns and similarities between interviewed and non-interviewed customers, thereby gaining insights into diverse customer needs.

jamisonproctor

llamaindex_template

Project template for a variety of LlamaIndex use cases.

local_llm_tutorial

Create a chatbot using a locally hosted LLM with the help of dstack

mongodb_tutorial

Learning about MongoDB

myfirstazurewebapp

Tutorial on how to deploy a dotnet web app in Azure.

olympics_medals

You will be working with a historical dataset on the modern Olympic Games, which includes all the games from Athens 1896 to Rio 2016. The data was scraped from www.sports-reference.com in May 2018. The dataset athlete_events.csv contains 271’116 rows and 15 columns. Each row corresponds to an individual athlete competing in an individual Olympic event. Can you predict who will win? The features: ID - Unique number for each athlete Name - Athlete’s name Sex - M or F Age - Integer Height - In centimeters Weight - In kilograms Team - Team name NOC - National Olympic Committee 3-letter code Games - Year and season Year - Integer Season - Summer or Winter City - Host city Sport - Sport Event - Event Medal - Gold, Silver, Bronze, or NA

smartwatch_data_covid_predicitontion-

Used KNN to group user's by hearth rate and steps data, then extended the use of 50+ trained health prediction models to nearest neighbors.

snake_game

Followed tutorial to make a snake game.

space_invaders

followed tutorial to make a space invaders clone. Extended functionality to improve enemy wave dynamics

tello

Cloned repo for controlling a tello drone.

text_based_adventure

Created a text based adventure game using AI generated textual content from OpenAI's chatGPT and contextual images from DALL-E

tum.ai-makeathon

tum.ai_langchain_workshop

Tutorial covering Langchain's prompt engineering, memory and RAG functionality

twitter_group_project

vector_search

Exploring applications of vector embedding search using Amazon review data

volcanos_of_the_world

weather_cal_project

weather_data

Dockerized application to collect local forecast and current weather data and analyze forecast accuracy.