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Benedikt's Projects

snap icon snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

snorkel icon snorkel

A training data creation and management system focused on information extraction

sotawhat icon sotawhat

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

spacy icon spacy

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

spacy-cld icon spacy-cld

Language detection extension for spaCy 2.0+

spark-1 icon spark-1

.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.

spark-nlp icon spark-nlp

Natural Language Understanding Library for Apache Spark.

sparse_attention icon sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

starspace icon starspace

Learning embeddings for classification, retrieval and ranking.

statsmodels icon statsmodels

Statsmodels: statistical modeling and econometrics in Python

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

swift icon swift

Swift for TensorFlow project home page

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

t-digest icon t-digest

A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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