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1. decision-tree-from-scratch decision-tree-from-scratch Public

   Decision tree Classifier from scratch using Python and NumPy

   Python 1

2. donkeycar-rl donkeycar-rl Public

   Teaching the Donkey car to drive a track in the simulator using State Representation Learning and different Reinforcement Learning Algorithms including Deep Q-Network, Soft Actor-Critic and Proxima…

   Jupyter Notebook 7 1

3. kafka-overflow-test kafka-overflow-test Public

   Example app using Spring Kafka to retry message processing failures and then send the message to a lower priority queue.

   Java 2

4. ReinforcementLearning ReinforcementLearning Public

   RL notes created using Obsidian

   1

5. neural-network-from-scratch neural-network-from-scratch Public

   Shallow and deep neural network written in Python using NumPy. Examples use Stochastic and mani batch gradient descent. Also uses Momentum and Adam optimization.

   Jupyter Notebook 1

6. q-learning q-learning Public

   A Python implementation of the Q Learning and SARSA algorithms, taken from Reinforcement Learning: An Introduction by Sutton Barto

   Jupyter Notebook 1