phaphuang

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

iPERCore

Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis

Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Medical-Transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

monk_v1

Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.

Stand-Alone-Self-Attention

Implementing Stand-Alone Self-Attention in Vision Models using Pytorch

MolGAN

Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs

Hands-On-Data-Science-for-Marketing

Hands-On Data Science for Marketing, published by Packt

DSNet

DSNet: A Flexible Detect-to-Summarize Network for Video Summarization

fast-neural-style

Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution

MolGAN-pytorch

Pytroch implementation of MolGAN: An implicit generative model for small molecular graphs (https://arxiv.org/abs/1805.11973)

A2Summ

The official implementation of 'Align and Attend: Multimodal Summarization with Dual Contrastive Losses' (CVPR 2023)

BargainNet-Image-Harmonization

BargainNet: Background-Guided Domain Translation for Image Harmonization. Useful for Image harmonization, image composition, etc.

blast-ct

Brain Lesion Analysis and Segmentation Tool for Computed Tomography

SEMIT

Image to Image translation, image generataton, few shot learning

Implementation-MolGAN-PyTorch

PyTorch implementation of MolGAN: MolGAN: An implicit generative model for small molecular graphs.

dagan_torch

PyTorch Implementation of Data Augmentation GAN (originally proposed in arXiv:1711.04340)

VAE-GAN

Pytorch implementation of paper "Autoencoding beyond pixels using a learned similarity metric"

yt8m-2019

7th place solution to The 3rd YouTube-8M Video Understanding Challenge

pylon

Official implementation of Pyramid Localization Network (PYLON).

Thai-coin-detection

proteinGAN

World’s first Protein sequence Generative Adversarial Network (ProteinGAN)

FaceAttract

Facial Attractiveness Prediction via Co-Attention Learning

IO-LM

Learn how to talk like an Information-Operationist

Computer-Vision-with-Python

Udemy course

lightweight-human-pose-estimation-3d-demo.pytorch

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.