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saapro's Projects
agent-trading-deep-evolution-strategy
Python script to train an agent training base on deep evolution strategy learning
deep-q-learning-openai-gym-cartpole
Minimal implementation of Deep Q Learning with OpenAI Gym and Keras
dochat
DocHat is an integrated medical chatbot web app designed with Flaskex. It uses Stripe and Dialogflow's API.
doubleproject
Semantic tagging of location with the robot Double and the Vision Cloud Service Clarifai
fashion-designs-generative-adversarial-network
Fashion designs generation with generative adversial network using Keras and the Fashion-MNIST dataset
firmware
PX4 Autopilot Software
flaskex
Simple flask example for quick prototypes and small applications
fraud-detection-ieee-cis-kaggle-dataset
This notebook shows how to use logistic regression from scikit library to train a model for online transaction fraud detection using a kaggle dataset.
pneumonia-diagnosis-model-tf-keras
This notebook presents how to detect pneumonia form chest x-ray images using deep learning. We use transfer learning from a Keras pre-trained image classifier - the inception v3.
soybean-crops-classifier-from-scratch
This notebook shows how to defign a 2-layer neural network from scratch and use it to classify soybean crops using a weed detection kaggle dataset.
stock-analysis-pandas-scikit
This notebook presents several machine learning based methods to forecast stock market prices using pandas, numpy and scikit.
trajectory-gen
Trajectory generation algorithm for UAVs with Python embedded in a ROS node.
transfer-learning-image-classifier
Transfer learning is used to make highly accurate model with minimal training data. We are using MobileNet, a pre-trained model for image classification. This code uses TensorFlow.js
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