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ashoknp's Projects

smote_variants icon smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

stanford_cs224n--nlp-with-deep-learning icon stanford_cs224n--nlp-with-deep-learning

This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code by prof. Richard Socher and Prof. Christopher Manning in 2017/2018.

str8pix icon str8pix

find the optimal rotation to correct skewed photos

studybook icon studybook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

stumpy icon stumpy

STUMPY is a powerful and scalable Python library that can be used for a variety of time series data mining tasks

sure-arm icon sure-arm

An intelligent controller for the MeArm robotic arm.

swapnet icon swapnet

Implemented SwapNet Architecture by training two input images and one output image in a single model

swiftai icon swiftai

Swift for TensorFlow's high-level API, modeled after fastai

tatom icon tatom

Quantitative Text Analysis for the digitale Geisteswissenschaften

tensorboardx icon tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

tensorflow-book icon tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

text-analysis icon text-analysis

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

tez icon tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

tf-fit icon tf-fit

Fit your tensorflow model using fastai and PyTorch

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