curiousguy13 / math-of-intelligence Public

Collection of ipython notebooks describing math of various Artificial Intelligence related algorithms

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Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
A3C.ipynb		A3C.ipynb
Convolutional Neural Network.ipynb		Convolutional Neural Network.ipynb
DDPG.ipynb		DDPG.ipynb
Deep Q Learning.ipynb		Deep Q Learning.ipynb
Linear Regression.ipynb		Linear Regression.ipynb
Logistic Regression.ipynb		Logistic Regression.ipynb
Markov Decision Process.ipynb		Markov Decision Process.ipynb
Neural Network.ipynb		Neural Network.ipynb
PPO.ipynb		PPO.ipynb
Policy Gradient Methods.ipynb		Policy Gradient Methods.ipynb
Principal Component Analysis.ipynb		Principal Component Analysis.ipynb
README.md		README.md
Recurrent Neural Network.ipynb		Recurrent Neural Network.ipynb
Reinforcement Learning- Dynamic Programming.ipynb		Reinforcement Learning- Dynamic Programming.ipynb
Support Vector Machine.ipynb		Support Vector Machine.ipynb
TRPO.ipynb		TRPO.ipynb
Temporal Difference Learning.ipynb		Temporal Difference Learning.ipynb
Text Classification.ipynb		Text Classification.ipynb
Word2Vec.ipynb		Word2Vec.ipynb
t-SNE.ipynb		t-SNE.ipynb