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Hasktorch v0.0.1
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Thoughts about Hyperparameters in DL
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GAP layers
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Reviewing LSTMs with ascii art
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ML Notes: autoencoders and dropout
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Different ways to slice a network when transfer learning
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Data augmentation is a hack (albeit nessecary)
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git find my bugs
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Nixing (notes)
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RL Notes (short)
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Machine Learning Debugging, Unit Tests, and Production Torch
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Deep Reinforcement Learning that Matters (1709.06560)
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GeForce, Quadro and Tesla
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What about that pesky 'month' feature?
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Structured Deep Learning (alt: Embeddings are not just for words)
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Clipping, that extra bump for loss criteria
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Sigmoid activation
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Cyclical Learning Rates for Training Neural Networks (paper)
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Activation functions and non-linearity
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Hyperparameter guidance for ANNs
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Measuring the Size of Neural Networks
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Optimization stream-of-conciousness
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More sane python with Maybe.py
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BIC, DIC, and CV
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Share tmux over the wire with gotty
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A more generous Travis-CI
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GTD: Round 2, Week 1
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DeriveAnyNewtypeReader considered harmful
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Least Interesting Data (LID) caches
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Policy vs Value functions
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Tmux time - a one-liner and future thoughts for this site
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Multi-step bootstrapping thoughts
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Prism is like a Lens of Either
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Minkowski Error
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Double brackets
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Typefamily gotchas
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Intrinsic Fear (paper)
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RecordWildCards as an antipattern
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Coerce for constant time newtype lists
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Count-Min Sketch
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Tracing in haskell
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Regex TIL- Repeating capture groups
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Consensus Algorithms
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Data.Text is encoded as UTF-16!
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K-nearest neighbors
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Memory-mapped files
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Found the y-combinator!
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Free your Frees
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Left is for errors by notational implementation
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Infix mappend
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Orphan Instances
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Vim to remember
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Polymorphic types
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What's imported from cabal repl
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Browse GHCi
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JWTs are a no-brainer
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Building json APIs with status code 401
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OverloadedStrings
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The magic phrase for beginner's mindset
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Autocomplete your git and thoughts on bash plugin managers
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Higher kinded types
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Lift your constructors for healthy data
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Eq your errors
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Contra- and Co- variance
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Kolmogorov–Smirnov
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Deep Work, Better Engineering, and Machine Learning Research
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Defender methods and multiple inheritance
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Why Causal States?
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Haskell N-Ary Trees
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On Genetic Algorithms vs Others
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Eclipse hangs on git status computation
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Trait Internals
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Self Types in Traits
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Trait Similarity to Classes
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Trait Fields in Scala
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Abstract Methods in Scala Traits
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Trait Inheritance
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Overriding Traits During Instantiation
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Introduction to Scala Traits
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Sparknotes from Rob Eisenbergs Article
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Languages for 2015
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Just shook hands with John Carmak
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Various Scripts for Bash Statistics
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Bash Statistics
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Manage your git branches
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Writing a small bootstrap 3 downgrader in sed
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Idempotence in Programming
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Rebuilding Angular in simpleNg - Scope Inheritance
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Case-sensitive git
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Rebuilding Angular in simpleNg
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Hard reset a single file in git
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Backbone to Angular Part II
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Adding forgotten files to your commits
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Moving from Backbone to Angular Part I
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A useful == in Javascript
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Node Streams
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So you want to learn web development?
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Everyday Uses of Javascript Design Patterns
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5 reasons you should use Bookshelf.js
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A Succinct look at Pseudo-Classical Selectors
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Bloom Filters for Data Detectives
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Backus-Naur Form Grammar
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Building a Backbone Twitter Clone Part 1 Introduction