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He Yang's Projects

scispacy icon scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

spacy-course icon spacy-course

👩‍🏫 Advanced NLP with spaCy: A free online course

spark-sas7bdat icon spark-sas7bdat

Splittable SAS (.sas7bdat) Input Format for Hadoop and Spark SQL

sparkinternals icon sparkinternals

Notes talking about the design and implementation of Apache Spark

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.

stokastik icon stokastik

Algorithms and Codes for my machine learning blog

strokestrip icon strokestrip

Joint parameterization and fitting of stroke clusters

subcnn icon subcnn

Subcategory-aware Convolutional Neural Networks for Object Proposals and Detection

subcnn_tf icon subcnn_tf

A tensorflow implementation of SubCNN (working progress)

system-design-primer icon system-design-primer

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

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

toad icon toad

ESC Team's scorecard tools

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