Pranav Vempati's repositories
Unsupervised-Representation-Learning
TensorFlow implementations of unsupervised representation learning algorithms, including denoising autoencoders, sparse dictionary learning, and Independent Component Analysis
Deep-Generative-Models
Keras and Theano implementations of various Deep Generative Models(e.g. Variational Autoencoders, Restricted Boltzmann Machines, and Generative Adversarial Networks)
backpropaganda-preproject
learning how to learn
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
EigenNumpyBinder
Intended to exercise pybind11's Eigen/Numpy binding functionality
ElectionSentimentAnalysis
Project that scrapes twitter for posts on Santa Cruz's 2018 Measure M. Performs sentiment analysis to determine user's stance on Measure M.
Functional-Programming
Functional Programming exercises from the EdX course
keras_extensions
A collection of small extensions to Keras (RBM, momentum schedule, ..)
Probabilistic-Programming
Probabilistic Programming with TensorFlow Probability, Edward and maybe(?) Pyro
probability
Probabilistic reasoning and statistical analysis in TensorFlow
PyBindExercises
Generating Python bindings from C++ with pybind11
PyTorch-Tutorials
Getting acquainted with PyTorch
scikit-learn
scikit-learn: machine learning in Python
tensorflow
Computation using data flow graphs for scalable machine learning
yolov3-tf2
YoloV3 Implemented in Tensorflow 2.0
MS-Project-Code
Dynamic Tree Construction Approach in MS Project