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Pallavi Baljekar's Projects

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-spectral-clustering icon pytorch-spectral-clustering

[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch

real-nvp icon real-nvp

Implementation of Real-NVP in Tensorflow

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rnn_ctc icon rnn_ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classifical implemented in Theano. Includes a Toy training example.

simile icon simile

Code to implement SIMILE algorithm from the paper entitled "Smooth Imitation Learning for Online Sequence Prediction" from ICML 2016

sirius icon sirius

Speech and Vision Based Intelligent Personal Assistant

speech-to-text-wavenet icon speech-to-text-wavenet

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

speechless icon speechless

Speech-to-text based on wav2letter built for transfer learning

spinn icon spinn

NYU ML² work on SPINN-based sentence encoders

tacotron icon tacotron

Tacotron speech synthesis implemented in TensorFlow, with samples and a pre-trained model

tbd-nets icon tbd-nets

PyTorch implementation of "Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning"

tfgan icon tfgan

Building generative models for synthesizing and analyzing volume-rendered images

themis-ml icon themis-ml

A library that implements fairness-aware machine learning algorithms

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