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3ddfa_duong

advanced-high-school-statistics

An open-source textbook constructed for high school statistics. This textbook covers all topics in the AP* Statistics exam.

advanced-scientific-machine-learning

ME 697 - Advanced Scientific Machine Learning

ai-lectures

Lecture slides and scripts (LaTeX sources) in AI, Robotics, Machine Learning, Maths, Optimization

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

backpropagation-cnns

Deep learning for pedestrians: backpropagation in CNNs. Latex and PyTorch code to verify theoretical derivations.

bayesian_lr_mcmc

Learn bayesian statistics

cccccccccc

chatbot

chatgpt-on-wechat

chest-x-ray-diagnosis

Analysis and diagnosis of chest X-ray images using "Vinbigdata Chest X-ray Abnormalities Detection" dataset

coding-interview-university

A complete computer science study plan to become a software engineer.

computer-vision

Find the implementation of Computer vision-based projects with Python, Deep Learning, and OpenCV

convexopt-book1

Convex optimization for statistics and machine learning

cornell-cs5785-2020-applied-ml

Teaching materials for the applied machine learning course at Cornell Tech (online edition)

course-nlp

A Code-First Introduction to NLP course

data-analytics-se

ME 539 - Introduction to Scientific Machine Learning

deep-learning-math

An overview of numerical and statistical methods used in deep learning.

dm4bem

Dynamic models for building energy management

fastapi-oidc-react

React + FastApi + Mongo - Login with Google and Azure (OIDC authorisation code flow)

fastapi_ws

FastAPI project; Authorization JWT; Chat, Group Chat for websocket; DataBase for MongoDB; project deploy docker-compose

financial-models-numerical-methods

Collection of notebooks about quantitative finance, with interactive python code.

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-neural-network

My study material on Graph Neural Networks.

hands-on-machine-learning-for-algorithmic-trading

Hands-On Machine Learning for Algorithmic Trading, published by Packt

iccv2023-papers-with-code

ICCV 2023 论文和开源项目合集

imperialmscaiutils

A repo containing useful things for the MSc AI course at Imperial

info8010-deep-learning

Lectures for INFO8010 - Deep Learning, ULiège

inverseproblems.jl

langchain-chat-with-your-data

Start building practical applications that allow you to interact with data using LangChain and LLMs.