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Agni's Projects

psmnet icon psmnet

Pyramid Stereo Matching Network (CVPR2018)

pytorchnlpbook icon pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

recresnet icon recresnet

RecResNet: A Recurrent Residual CNN Architecture for Disparity Map Enhancement. 3DV 2018

rnn-lstm-nlp-sequence-models icon rnn-lstm-nlp-sequence-models

Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.

spearmint icon spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

switch-cuda icon switch-cuda

A simple bash script for switching between installed versions of CUDA.

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tf_hub icon tf_hub

A library for transfer learning by reusing parts of TensorFlow models.

tf_text icon tf_text

Making text a first-class citizen in TensorFlow.

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