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Saravanan Ramusubramanian's Projects

edward icon edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

impyla icon impyla

Python DB API 2.0 client for Impala and Hive (HiveServer2 protocol)

integrated-credit-modeling-ccar-to-cecl icon integrated-credit-modeling-ccar-to-cecl

• Calculated the Capital Ratios,Risk Weighted Assets, Capital requirement over projected time horizon for both CCAR and CECL. • Created PD model using Time Series,Logistic regression,Random Forests,Neural Networks,Markov transition Matrix. • Software used various SAS 9.4, Python.

koalas icon koalas

Koalas: pandas API on Apache Spark

nlp icon nlp

🤗 nlp: datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow

oreilly-intro-to-predictive-clv icon oreilly-intro-to-predictive-clv

Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017

paddle icon paddle

PArallel Distributed Deep LEarning (PaddlePaddle核心框架,高性能单机、分布式训练和跨平台部署)

pandas icon pandas

Data & Code for my video on the Pandas library of Python

pytorchnlpbook icon pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

scattertext icon scattertext

Beautiful visualizations of how language differs among document types.

sentimenanalisistwitter icon sentimenanalisistwitter

This Project let you Search the topic of Tweet in Twitter and the program will Analizing the tweet. Result of this project will showing How much number of Positive, Neutral, and Negative Tweet of the topic

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

tensorflow-lifetime-value icon tensorflow-lifetime-value

Predict customer lifetime value using Machine Learning Engine with a Tensorflow neural network or the Lifetimes Python library.

tfclassifier icon tfclassifier

Tensorflow based training and classification scripts for text, images, etc

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