andrewdo25

Tuberculosis_ChestXray_Classifier

Classification for chest X ray images of tuberculosis using PyTorch, Timm, and modified EfficientNet family. This repo is implemented to our paper Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning" published on ESWA

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

speech-synthesis-paper

List of speech synthesis papers.

Practical_RL

A course in reinforcement learning in the wild

PythonRobotics

Python sample codes for robotics algorithms.

naturalspeech2-pytorch

Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

ML-Papers-Explained

Explanation to key concepts in ML

The-Machine-Learning-Solutions-Architect-Handbook

The Machine Learning Solutions Architect Handbook, published by Packt

saleor

Saleor Core: the high performance, composable, headless commerce API.

vnquant

VietNam Data Stock Market Price

cs224w-notes

CS224W Course Notes

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Spelling_Correction_Vietnamese

Vietnamese spelling error correction with Seq2Seq model

ml-models-in-production

This repo gives an introduction to how to make full working example to serve your model using asynchronous Celery tasks and FastAPI. 🔥 🔥 🔥 🔥

python-cheatsheet

Comprehensive Python Cheatsheet

GNNPapers

Must-read papers on graph neural networks (GNN)

cs224w

Stanford CS224W: Machine Learning with Graphs

AwesomeGNN

efficient-gnns

Code and resources on scalable and efficient Graph Neural Networks

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

music_source_separation

design-pattern

Design patterns

pytest-seminar

The source code and slide for my talk about the subject: unittesing for data science

Efficient_Python_tricks_and_tools_for_data_scientists

Efficient Python Tricks and Tools for Data Scientists

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

Preprocessing-for-deep-learning

This is the notebook associated with the blog post: