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In which I put together my thoughts on the practice of data science.
This repo mainly contains CS234 (Spring 2024) assignment's coding problems
ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM
Simple go utility to download HuggingFace Models and Datasets
Code for Machine Learning for Algorithmic Trading, 2nd edition.
A summary of important concepts and algorithms in RL
Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
A collection of prompts, system prompts and LLM instructions
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
A lightweight, powerful framework for multi-agent workflows
A financial agent for investment research
Build resilient language agents as graphs.
A repo lists papers related to LLM based agent
A collection of AI Agents papers (Updated biweekly)
๐ The fast, Pythonic way to build MCP servers and clients
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Stereo camera calibration with python and openCV
Cross-platform, customizable ML solutions for live and streaming media.
Real time 3D hand pose estimation using MediaPipe
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use thโฆ
A collection of notes and implementations of machine learning algorithms from Andrew Ng's machine learning specialization.
A guide on how to be a Programmer - originally published by Robert L Read
System Design Studying can be daunting. This gives you a table to study different problems, understand what components they require, their pros and cons, and how to deal with mitigations.