Jason Roell's Projects
Coding puzzles to solve during advent (or not during advent)
AI Code Reviewer: Enhance your GitHub workflow with AI-powered code review! Get intelligent feedback and suggestions on pull requests using OpenAI's GPT-4 API, improving code quality and saving developers time.
AIOS: LLM Agent Operating System
We introduced a new model designed for the Code generation task. Its test accuracy on the HumanEval base dataset surpasses that of GPT-4 Turbo (April 2024) and GPT-4o.
A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!
Visualize Different Text Splitting Methods
Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality.
Code library for competitive programming purposes.
Simple Spring Configuration Server
Given a data set of unstructured data, use self-organizing map to extract dependent variables to train a supervised ANN and detect fraud probabilities on test set.
Cracking the Coding Interview 6th Ed. JavaScript Solutions
Cracking the Coding Interview 6th Ed. Python Solutions
Project to analyze and predict which customers will leave or stay with company. Uses Deep Learning with Artificial Neural Networks to predict customer leave/stay probability. This gives the business valuable insights into where they need to address customers that have a high probability of leaving. This model has been turned and reaches and accuracy rate of ~87% with its predictions of unseen data.
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai
A heavily customized layout for my Ergodox EZ keyboard
:battery: Starter project for an ES6 RESTful Express API.
A delightful way to building a RESTful API with NodeJs & TypeScript by @w3tecch
12 Lessons, Get Started Building with Generative AI š https://microsoft.github.io/generative-ai-for-beginners/
Testing Features with GitHub
GPT based autonomous agent that does online comprehensive research on any given topic
This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube
Simple image classification using a convolutional neural network to classify image as a dog or cat.
Impossible Dev Tools for React and Tailwind