├── LICENSE.txt ├── README.md ├── examples ├── Bad-Turing.ipynb ├── Week4.ipynb ├── ffnn.r ├── ffnn_xor_keras.py ├── ffnn_xor_mx.py ├── lstm_keras.py ├── perceptron.py └── tokcorpus.py ├── hw ├── Exercise-1.tex ├── Exercise-4.tex ├── Exercise-7.tex ├── hw-ffnn.md ├── hw-log-linear.tex ├── hw-pcfg.md ├── hw-rnn.md └── probs.md └── slides ├── cnn.tex ├── exam_template.tex ├── formal_models_of_language.tex ├── images ├── 180px-Repro_Smoking_Spaceman_Robot_–_Ha_Ha_Toy_–_Silver_-_Front.jpg ├── 622119.jpg ├── Bart-simpson-01.png ├── Neuron_-_annotated.png ├── Richard_Hamming_from_Wikipedia.jpg ├── activation_heaviside_step_wp.png ├── activation_linear_wp.png ├── activation_logistic_wp.png ├── activation_relu_wp.png ├── activation_tanh_wp.png ├── amstemp.png ├── anything_is_possible.jpg ├── apple_kernel_convolution.jpg ├── bayes_theorem.pdf ├── bayes_theorem.png ├── bayes_theorem.svgz ├── bayes_theorem.tex ├── bengio-etal2003_pg6_image.pdf ├── bengio-etal2003_pg6_image_alt.pdf ├── bengio-etal2003_pg6_image_alt2.pdf ├── big-w.jpg ├── bill-gates-pie.jpg ├── boden-2002_remake.tex ├── bytenet.pdf ├── cho_nvidia_fig-2_birnn.png ├── cho_nvidia_fig-2_enc-dec.png ├── cho_nvidia_fig-3_attention.png ├── cho_nvidia_fig-3_one-hot.png ├── cho_nvidia_fig-8_image_caption.png ├── cho_nvidia_figure7_internal-hidden-state.png ├── chung-etal2014_fig1.pdf ├── cityskyline.jpg ├── cluster_cluster_mindmap.pgf ├── clusters_days.json ├── clusters_days.pdf ├── clusters_tech_companies.json ├── clusters_tech_companies.pdf ├── cnn_logo.png ├── colah_Conv-9-Conv3.png ├── colah_Conv2-9x5-Conv2Max2Conv2.png ├── countries_capitals.png ├── deep_cnn_face.jpg ├── diabolo_large_and_small.jpg ├── discount.jpg ├── doc_brown_strings.jpg ├── eat.png ├── elman_network.tex ├── fishvfowl.png ├── fishvlots.png ├── flying_pig.jpg ├── formation.jpg ├── gate_funny.jpg ├── google-translate.jpg ├── hermann-blunsom2013_fig3.pdf ├── hills.jpg ├── histo.png ├── inside-outside_probs_-_manning_schuetze-1999_fig-11-3.pdf ├── jackie_chan_perplexity.jpg ├── kalchbrenner-etal2016_fig5.png ├── kata_perceptron.png ├── katzA.png ├── katzB.png ├── katzP.png ├── keanu_what_if_nnet.jpg ├── kim-etal2016_fig1.pdf ├── kim-etal2016_table6.pdf ├── kim2014_fig1.pdf ├── kitten-violin.jpg ├── kitten_string_flickr_albaraa.jpg ├── koehn_2010_fig_3_4.pdf ├── linear-log-model.jpg ├── linear-log-model.xcf.bz2 ├── logistic-curve.png ├── lstm_memorycell.png ├── lt1_50pc.png ├── mikolov-etal2013b_fig1.png ├── mikolov-etal2013b_fig1.svg ├── navajo-android-keyboard-crop.png ├── nnet_mql5.png ├── nnet_mql5_function_approximations.png ├── noam-chomsky.jpg ├── noisy_channel.pdf ├── noisy_channel.png ├── noisy_channel.svgz ├── noisy_channel.tex ├── real_madrid_cf.png ├── rube_goldberg_machine.jpg ├── scriptorium-monk-at-work-crop.jpg ├── scriptorium-monk-at-work.jpg ├── singular-value-decomposition_from_wp.png ├── siri.jpg ├── skel_nn.jpg ├── softmax-regression-scalarequation.png ├── softmax-regression-scalargraph.png ├── softmax-regression-vectorequation.png ├── string-theory.jpg ├── sunalso.jpg ├── sutskever-etal2014_fig2a.pdf ├── sutskever-etal2014_fig2b.pdf ├── swiss_cross_serial_deps.png ├── tf_playground_relu_blob.png ├── tf_playground_triangle_1.png ├── tf_playground_triangle_2.png ├── tree-169250_960_720.jpg ├── wavenet.png ├── word-lover.jpg ├── wp_artificial_neural_network.png ├── wp_max_pooling.png ├── xu-etal2015_icml_fig10b.jpg └── xu-etal2015_icml_fig4.jpg ├── lm_applications.tex ├── log-linear_models.tex ├── logistic_function.tex ├── ngram_lms.tex ├── ngram_smooth.tex ├── nnets_1.tex ├── nnets_2.tex ├── probabilities.tex ├── qtree.sty ├── seq2seq.tex ├── syntactic_lms.tex ├── template.tex ├── word_classes.tex └── word_vectors.tex /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jonsafari/lt1/HEAD/LICENSE.txt 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