Pinned Repositories
AnyBoost.jl
A julia based machine learning package for boosting any loss, activation and constraint.
chamanti_ocr_theano
Telugu OCR framework using RNN, CTC in Theano & Python3.
cifar
State-of-the-art results in Cifar 100 using theano and theanet. Convolutional Neural Networks with Data Augmentation.
code_in_telugu
తెలుఁగులో యంత్రలిపి వ్రాయుట ఎలా
kmedoids
K-medoids unsupervised clustering. Implemented in Python and Numpy. Vectorized to work for huge datasets.
rnn_ctc
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
stacked_denoising_auto_encoder
Stacked Denoising Auto-Encoder in Theano. Using the mnist dataset.
theanet
Convolutional Neural Network for Image Classification with Theano.
unicode_text_to_image_array
Converts a piece of complex unicode text to an image and a numpy arrray.
Zygote-Mutating-Arrays-WorkAround.jl
A tutorial on how to work around ‘Mutating arrays is not supported’ error while performing automatic differentiation (AD) using the Julia package Zygote.
rakeshvar's Repositories
rakeshvar/rnn_ctc
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
rakeshvar/theanet
Convolutional Neural Network for Image Classification with Theano.
rakeshvar/chamanti_ocr_theano
Telugu OCR framework using RNN, CTC in Theano & Python3.
rakeshvar/Zygote-Mutating-Arrays-WorkAround.jl
A tutorial on how to work around ‘Mutating arrays is not supported’ error while performing automatic differentiation (AD) using the Julia package Zygote.
rakeshvar/stacked_denoising_auto_encoder
Stacked Denoising Auto-Encoder in Theano. Using the mnist dataset.
rakeshvar/AnyBoost.jl
A julia based machine learning package for boosting any loss, activation and constraint.
rakeshvar/kmedoids
K-medoids unsupervised clustering. Implemented in Python and Numpy. Vectorized to work for huge datasets.
rakeshvar/unicode_text_to_image_array
Converts a piece of complex unicode text to an image and a numpy arrray.
rakeshvar/cifar
State-of-the-art results in Cifar 100 using theano and theanet. Convolutional Neural Networks with Data Augmentation.
rakeshvar/code_in_telugu
తెలుఁగులో యంత్రలిపి వ్రాయుట ఎలా
rakeshvar/neural-sanskrit
A Neural Network that learns to predict Sanskrit text and learns vector representations for the Aksharas(syllables).
rakeshvar/cowboxer
Automatically exported from code.google.com/p/cowboxer
rakeshvar/theano-hf
General purpose Hessian-free optimization in Theano
rakeshvar/captcha_ctc
rakeshvar/chamanti_ocr
rakeshvar/Exercises
Some small coding exercises in mathematics, statistics, algorithms, puzzles, etc.
rakeshvar/Explore-CTC-Loss.jl
We explore various ways of implementing the Connectionist Temporal Classification (CTC) Loss function in Julia with Zygote (or not).
rakeshvar/ishachants
rakeshvar/learn-julia-the-hard-way
Learn Julia the hard way!
rakeshvar/Lekhaka
Scribe for Complex scripts including Indian Languages like Telugu. Writes to image to numpy array.
rakeshvar/ocropy
Python-based tools for document analysis and OCR
rakeshvar/Penrose.jl
Julia code for creating penrose tilings.
rakeshvar/tensorflow_tutorials
rakeshvar/theano-rnn
Demonstration of recurrent neural network implemented with Theano