Pinned Repositories
advent-of-code-2020
Coding puzzles to solve during advent (or not during advent)
CreditCardFraudAnaylisWithSOMAndANN
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.
CustomerChurnAnalysis
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.
how_to_convert_text_to_images
This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube
ImageClassificationWithCNN
Simple image classification using a convolutional neural network to classify image as a dog or cat.
multinerf
A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
pic2vid
This project demonstrates how to generate 3D facial animations from 2D images and audio input using Python, dlib, OpenCV, and the eos 3D morphable model library. This guide will help you set up and run the project in your Windows Subsystem for Linux (WSL) environment on Windows 11.
RecommendationEngineWithDeepAutoEncoders
The goal of this project is to build a recommendation system using Deep Auto Encoders
SmartGPT
StockMarketPredictionsWithRNN
The goal of this project was to predict stock market prices using a recurrent neural network. This project was inspired by the Standford paper "Financial Market Time Series Prediction with Recurrent Neural Networks Armando Bernal, Sam Fok, Rohit Pidaparthi December 14, 2012" . Using the Standford paper as a baseline, I was able to improve and beat the accuracy of their model using hyper parameter tuning of my RNN network.
jroell's Repositories
jroell/advent-of-code-2020
Coding puzzles to solve during advent (or not during advent)
jroell/pic2vid
This project demonstrates how to generate 3D facial animations from 2D images and audio input using Python, dlib, OpenCV, and the eos 3D morphable model library. This guide will help you set up and run the project in your Windows Subsystem for Linux (WSL) environment on Windows 11.
jroell/SmartGPT
jroell/ai-codereviewer
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.
jroell/AIOS
AIOS: LLM Agent Operating System
jroell/assistantbench
Implementation of the paper: "AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?"
jroell/AutoCoder
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.
jroell/ChunkViz
Visualize Different Text Splitting Methods
jroell/claude-engineer
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.
jroell/config
jroell/dify
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.
jroell/dotfiles
jroell/generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
jroell/gpt-investor
jroell/gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
jroell/jroell
jroell/langgraph-studio
Desktop app for prototyping and debugging LangGraph applications locally.
jroell/learning
Cheatsheets, Lernings, Scratchpads, etc
jroell/lobe-chat
🤯 Lobe Chat - an open-source, modern-design LLMs/AI chat framework. Supports Multi AI Providers( OpenAI / Claude 3 / Gemini / Perplexity / Bedrock / Azure / Mistral / Ollama ), Multi-Modals (Vision/TTS) and plugin system. One-click FREE deployment of your private ChatGPT chat application.
jroell/MathVision
MATH-Vision dataset and code to measure Multimodal Mathematical Reasoning capabilities.
jroell/midjourney-proxy
代理 MidJourney 的discord频道，实现api形式调用AI绘图
jroell/open-interpreter
A natural language interface for computers
jroell/pdf-ai
jroell/puppeteer-gpt
Control the browser with ChatGPT API
jroell/SeeAct
[ICML'24] SeeAct is a system for generalist web agents that autonomously carry out tasks on any given website, with a focus on large multimodal models (LMMs) such as GPT-4V(ision).
jroell/SuperAGI
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
jroell/toon3d
Code for Toon3D https://toon3d.studio/
jroell/typescript-cli-starter
jroell/Verba
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
jroell/web-check
🕵️♂️ All-in-one OSINT tool for analysing any website