Sugeerth Murugesan 's repositories
BrainModulyzer
A Visualization Toolbox for Brain Connectivity Research
Driving-Analyzer
android
potreeSelfDriving
Potree is a free open-source WebGL based point cloud renderer for large point clouds. It is based on the TU Wien Scanopy project and it was part of the Harvest4D Project.
State-based-Networks-Analysis
A simple tool to visualize large sclae time-varying networks for advanced analysis
youtube_comment
A simpel chrome extension that can actually goto a youtube video and actually create a good youtube comment ingester
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
crewai_ai_business_consultant_on_streamlit
A multi-agent business consultant app on streamlit implemented using crewAI
flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
Generative_Deep_Learning_2nd_Edition
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
LinearRegression
This is my version of linear regression from scratch. This is my attempt to explain clearly the simplest ML algorithm in Python.
llama
Inference code for LLaMA models
llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 11 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
ResearchKit
ResearchKit is an open source software framework that makes it easy to create apps for medical research or for other research projects.
sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tesseract
Tesseract Open Source OCR Engine (main repository)
timer_chrome
A minimalistic timer Chrome extension for focussed work
Visualization-of-popular-algorithms-in-Python
Visualization of popular algorithms using NetworkX Graph libray
youtube_llm
Creating a simple LLM that the user can actually chat with the youtube transcript, comments and the chatbot provides recommendations regarding the topics covered in the youtube video and the comments. The future is to add guardrails that can focus only on important data for the data on youtube