Stars
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
A complete computer science study plan to become a software engineer.
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
Machine learning algorithm implementations and explanations
A set of LangChain Tutorials from my youtube channel
A set of LLM Tutorials from my youtube channel
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph. This is the companion repository for the book on generative AI with LangChain.
Understanding Deep Learning - Simon J.D. Prince
A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks
ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification
Advanced Linear Algebra: Foundations to Frontiers (ALAFF) assignments repository
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoe…
Applied Machine Learning Explainability Techniques, published by Packt
A playbook for systematically maximizing the performance of deep learning models.
deep learning for image processing including classification and object-detection etc.
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
Object detection, 3D detection, and pose estimation using center point detection:
Digital Image Correlation & Digital Volume Correlation Library
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
Data Structures and Algorithms in Python