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Name		Name	Last commit message	Last commit date
Latest commit   History 64 Commits 64 Commits
00. Compression, Inference, Prediction.md		00. Compression, Inference, Prediction.md
00. Deep Autoregressive modeling.md		00. Deep Autoregressive modeling.md
00. KL Divergence: Concepts & History.md		00. KL Divergence: Concepts & History.md
00. Measures of Distances.md		00. Measures of Distances.md
00. Metric Tensor.md		00. Metric Tensor.md
00. Neural Network as Functional Approximators.md		00. Neural Network as Functional Approximators.md
00. ODE and SDE Solver.md		00. ODE and SDE Solver.md
00. Philosophical Development.md		00. Philosophical Development.md
00. Physics of information, generative modeling.md		00. Physics of information, generative modeling.md
00. Unification of Generation.md		00. Unification of Generation.md
00. particle identity.md		00. particle identity.md
00_A view of EM algorithm that justifies sparse.pdf		00_A view of EM algorithm that justifies sparse.pdf
00_Elements of Information Theory.pdf		00_Elements of Information Theory.pdf
00_Information Theory, Learning and Inference.pdf		00_Information Theory, Learning and Inference.pdf
00_Why Deep Learning Works? Manifold Hypothesis.pdf		00_Why Deep Learning Works? Manifold Hypothesis.pdf
00_effective complexity and its relations to logical depth.pdf		00_effective complexity and its relations to logical depth.pdf
01. Implications of Biased Data in Diffusion Frameworks.md		01. Implications of Biased Data in Diffusion Frameworks.md
01. The thermodynamics of learning.md		01. The thermodynamics of learning.md
01_[2014]_Auto-Encoding Variational Bayes.pdf		01_[2014]_Auto-Encoding Variational Bayes.pdf
02. Implication of non-i.i.d. Data.md		02. Implication of non-i.i.d. Data.md
02_[2015]_deep unsupervised learning using non-equilibrium thermodynamics.pdf		02_[2015]_deep unsupervised learning using non-equilibrium thermodynamics.pdf
03. Implication of sparse iid data.md		03. Implication of sparse iid data.md
04. Implication of conservation of mass .md		04. Implication of conservation of mass .md
05. VAE, FM, SM. non-uniqueness.md		05. VAE, FM, SM. non-uniqueness.md
06. Optimal transport.md		06. Optimal transport.md
07. Score Matching Trick - DDIM.md		07. Score Matching Trick - DDIM.md
08. Stochasticity and the "Bad Noise" Hypothesis.md		08. Stochasticity and the "Bad Noise" Hypothesis.md
Books		Books
Forkker-Plank Equation		Forkker-Plank Equation
Forkker_Plank Equation.md		Forkker_Plank Equation.md
Fractal Basin.md		Fractal Basin.md
Probability of End State Landscape.md		Probability of End State Landscape.md
Protocol of Order.md		Protocol of Order.md
Signal to Noise Ratio.md		Signal to Noise Ratio.md
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