Blog Archive 2017 Torch NN Tutorial 6 : Backward Propagation ( Part 3 : nn.Module ) Jan 01 2017 Torch NN Tutorial 5 : Backward Propagation ( Part 2 : nn.Criterion ) Jan 01 2017 Torch NN Tutorial 4: Backward Propagation ( Part 1 : Overview & Linear Regression ) Jan 01 2017 2016 Torch NN Tutorial 3 : NN.Criterion & NN.MSECriterion Dec 25 2016 Torch NN Tutorial 2 : NN.Container & NN.Sequential Dec 24 2016 Torch NN Tutorial 1 : NN.Module & NN.Linear Dec 19 2016 Word2vec (Part 3 : Implementation) Aug 29 2016 Word2vec (Part 2 : Backward Propagation) Jul 12 2016 Word2vec (Part 1 : Overview) Jul 12 2016 Vector Space of Semantics Jul 10 2016 Gibbs Sampling Jul 09 2016 Metropolis Hasting Jul 07 2016 Variational Inference Jun 20 2016 AdaDelta Feb 08 2016 Newton's Method for Optimization Jan 25 2016 Gradient Descent With Momentum Jan 16 2016 2015 Gradient Descent & AdaGrad Dec 23 2015 Duality & KKT Conditions in Convex Optimization Nov 05 2015 Neural Turing Machine Oct 26 2015 Recurrent Neural Network Jun 06 2015 Neural Networks Backward Propagation May 28 2015 Hierarchical Probabilistic Neural Network Language Model (Hierarchical Softmax) May 23 2015 Neural Probabilistic Language Model May 15 2015 Machine Translation : IBM Model 1 Feb 21 2015 Boolean Retrieval Feb 09 2015 2014 Machine Translation : Statistical Machine Translation Oct 27 2014 Brown Clustering Oct 25 2014 Minimum Edit Distance Oct 11 2014 R Data Splitting Aug 23 2014 Python Logging May 08 2014 NLTK Rule-Based Chunking May 06 2014 NLTK Dependency Grammar May 03 2014 Ruby Enumerable 1 : Collect , Inject Apr 30 2014 Log-Linear Model Apr 28 2014 Chart Parsing Apr 26 2014 Pointwise Mutual Information Apr 25 2014 Python Eval and Execute Apr 23 2014 Model Selection Apr 17 2014 TF-IDF Apr 14 2014 Naive Bayes Classifier Apr 13 2014 Overfitting and Regularization Apr 13 2014 Viterbi Algorithm Apr 06 2014 Davidsonian Event Semantics Apr 04 2014 Hidden Markov Model Apr 03 2014 Python Copy Apr 01 2014 Python Argparse Mar 31 2014 Python Difflib Mar 30 2014 NLTK Logic 4 : Model and Satisfiability Mar 29 2014 Ngram Smoothing / Interpolation Mar 28 2014 NLTK Logic 3 : Discourse Representation Theory Mar 21 2014 Python Functional Programming Style 2 Mar 20 2014 Python Functional Programming Style 1 Mar 18 2014 Perceptron Algorithm Mar 15 2014 Logistic Regression Model (3D) Mar 15 2014 Python Nltk -- Logic 2 : Lambda Calculus Mar 13 2014 NLTK Logic 1 : First Order Logic and Semantics Mar 13 2014 Note on Xpath Parsing Mar 13 2014 Ruby -- Struct v.s openStruct Mar 12 2014 Python Urlparse Mar 11 2014 NLTK Sinica Treebank Mar 09 2014 NLTK Tree Feb 28 2014 Python List Comprehension Feb 16 2014