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Surya Kant Sahu's Projects

attentionentropy icon attentionentropy

Applying Principle of Least Action to Transformers to make them data efficient

autoawq icon autoawq

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference.

classifiers-test icon classifiers-test

Comparing accuracies of different classifiers on UCI Machine Learning Dataset

date2vec icon date2vec

PyTorch Scripts for training and getting embeddings of Date-Time without losing much information. Pretrained Models Included.

dialogy icon dialogy

Language understanding toolkit for human dialogs.

dl3-deep-network icon dl3-deep-network

Building an image classifier on animal images using Keras and pretrained CNN GoogleInceptionV3 on ImageNet dataset in an online competition.

emotion_detection icon emotion_detection

Detection emotions with multimodal inputs (Audio-Video) using Mixture of Experts of ResNet Features + CNN (Video) and LSTM (Audio)

exons icon exons

Plattform to find people to colaborate in projects :smile:

fromscratch icon fromscratch

Repository to build machine learning models from scratch

graph2vec icon graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

intro-to-ml-nptel icon intro-to-ml-nptel

Implementations of the models used in the NPTEL course named "Introduction to Machine Learning"

jacobiandropout icon jacobiandropout

This Repository contains code for an ongoing research on a novel Dropout-like layer.

keepwatch icon keepwatch

A Google Chrome extension for detecting phising/malicious websites using Machine Learning

landscape_progan icon landscape_progan

Learning to generate landscape paintings / photographs using ProGAN, with Image crawler python script

linearregcpp icon linearregcpp

Implementation of unregularized univariate Linear regression on C++

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