psrikanthm Goto Github PK
Name: Srikanth Pasumarthy
Type: User
Srikanth Pasumarthy's Projects
3dmouse
use mobile phone's accelerometer and gyroscope to interact with laptop.
adversarial-attacks-and-defenses
Adversarial Machine Learning
categorical-vae
Implement Categorical Variational autoencoder using Pytorch
cnn-from-scratch
Implement feedforward, convolution neural network in C++ with only built-in libraries. This is a tutorial style project which implements back propagation in neural networks without using external libraries. A 2D Tensor is defined and all the required Linear Algebra operations are defined to perform required computations. Both the networks are tested on mnist dataset which is attached along the project.
image-classification
Image Classification - imagenet dataset
ml-challenge-expenses
Wave ML Engineer challenge
networked-life
Solutions and Discussions on the problems in book - "Networked Life" by Mung Chiang
predictions-on-miami-marathon-dataset
Prediciting Marathon timings - miami marathon dataset
psrikanthm.github.io
personal blog
satellite-image-classification
Satellite images classification with Transfer learning approach
tensorflow-wrapper
Sklearn style wrapper around tensorflow models, where the configuration parameters can be set up using json file
text-classification
Text classification - reddit threads dataset.
whatchat
Analyze the text conversations exported from Whatsapp or any other messaging tools using Natural Language Processing techniques.
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