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building-machine-learning-pipelines

Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

bunthitw.github.io

A case study report to fulfill the requirement of the Google Data Analytics online class

cats-vs-dogs-classification

This is an exercise of Keras blog: Building powerful image classification models using very little data

cs642-digital-image-processing-and-analysis

ddr-dataset

A General-purpose High-quality Dataset for Diabetic Retinopathy Classification, Lesion Segmentation and Lesion Detection

deep-learning

event-driven-deep-learning-prediction

face-mask-detection

Detecting face masks using Python, Keras, OpenCV on real video streams

fin-ml

This github repository contains the code to the case studies in the O'Reilly book Machine Learning and Data Science Blueprints for Finance

grad-cam-pytorch

Class Activation Map(CAM) with Pytorch

image-classification-on-small-datasets-in-pytorch

This repo is special for those who want to start learning computer vision related tasks such as image classification.

integrated-gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

nmt-with-attention

NMT with Attention

ranking

Learning to Rank in TensorFlow

rl-bitcoin-trading-bot

Trying to create Reinforcement Learning powered Bitcoin trading bot

transformers-for-natural-language-processing

Transformers for Natural Language Processing, published by Packt

vision_transformer

voting-blockchain

A simple blockchain-based voting system application built from scratch by Python. It's available for running with multipeer.