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auserj's Projects

seaborn icon seaborn

Statistical data visualization using matplotlib

search icon search

Python 3 Search API for Google and Wikipedia

selfcontrol icon selfcontrol

:skull: Mac app to block your own access to distracting websites etc for a predetermined period of time. It can not be undone by the app or by a restart – you must wait for the timer to run out.

semantic-ui icon semantic-ui

Semantic is a UI component framework based around useful principles from natural language.

senet-tensorflow icon senet-tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

sentencepiece icon sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

sentiment-analysis-on-finance-data icon sentiment-analysis-on-finance-data

The application is a cloud service that provides the functionality of performing sentiment analysis on stock market and financial data. The application can be hosted on Google App Engine and makes use of many of the GAE services like Search Service, MemCache, DataStore etc. Given the name of a company, data from various sources like Twitter, Facebook Graph, Google News, Google Finance etc is aggregated. For each source, different models have been pretrained using some prior data. Using different models provided us with a chance to utilize different Machine Learning methodologies based on the type of data from each source. The various techniques that we have built and tested on are :Naive Bayes, Multinomial and Bernoulli text representations, KNN.

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

serving icon serving

A flexible, high-performance serving system for machine learning models

sgan icon sgan

Stacked Generative Adversarial Networks

shap icon shap

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

sharpefolio icon sharpefolio

Stock portfolio optimizer in Python based on least correlated moving sharpe / sortino ratios.

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