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sentimentclassifier

Code for building a sentiment classifier using classic Scikit-learn and a modern TensorFlow classifier.

seq2seq-attn

Sequence-to-sequence model with LSTM encoder/decoders and attention

seq2seq-talk

shap

A game theoretic approach to explain the output of any machine learning model.

skflow

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

spark

Apache Spark - A unified analytics engine for large-scale data processing

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs161

Unofficial repo for Design and Analysis of Algorithms, Stanford University, Fall 2017.

starspace

Learning embeddings for classification, retrieval and ranking.

statistical-analysis-python-tutorial

Statistical Data Analysis in Python

struct-attn

Code for Structured Attention Networks https://arxiv.org/abs/1702.00887

sturdy-tomato

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

swift-3-functional-programming

Code repository for Swift 3 Functional Programming, published by Packt

t-sne-tutorial

A tutorial on the t-SNE learning algorithm

tea-workshop_prez

teaching-my-class

Teaching

tea_datascience_pyintro_tf

tea_dl_prerequisits

tea_introtoreproducibleml

Scikit-Learn and Sklearn Pipeline ReproducibleML Scikit-Learn and Sklearn Pipeline

tea_maryam_nlp

NLP repo

tea_oop_review

tea_supervisedml

tea_tf2.0

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-for-nlp

These are the files from my Tensorflow for NLP playlist on YouTube

tensorflow-glove

An implementation of GloVe in TensorFlow

tensorflow-machine-learning-cookbook

Code repository for TensorFlow Machine Learning Cookbook by Packt