Nazia Habib's repositories
function_approximation
Approximating a sine function with polynomials using Tensorflow, demonstrating how to use weights, SSE loss function, gradient descent, and backpropagation
math-tutor
Predictive modeling and analysis of math student performance data
student_intervention
Student Intervention data
bit-transmission
Interpreting signals sent from an upstream device to a downstream receiver
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bnc
Data scraper for the Brave New Coin API
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cnn_image_classifier
A Keras-based CNN image classifier with a Tensorflow backend
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customer_segments
Clustering segments of customers with PCA and K-means
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Hands-On-Q-Learning-with-Python
Hands-On Q-Learning with Python, published by Packt
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RL-agents
Q-learning and SARSA agents with similar performance on Taxi-v2 environment from OpenAI Gym
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smartcab
Q-learning driving agent built with pygame
Language:Python000
Language:Jupyter Notebook000