rakeshvar

rnn_ctc

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

theanet

Convolutional Neural Network for Image Classification with Theano.

chamanti_ocr_theano

Telugu OCR framework using RNN, CTC in Theano & Python3.

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.

stacked_denoising_auto_encoder

Stacked Denoising Auto-Encoder in Theano. Using the mnist dataset.

AnyBoost.jl

A julia based machine learning package for boosting any loss, activation and constraint.

kmedoids

K-medoids unsupervised clustering. Implemented in Python and Numpy. Vectorized to work for huge datasets.

unicode_text_to_image_array

Converts a piece of complex unicode text to an image and a numpy arrray.

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

neural-sanskrit

A Neural Network that learns to predict Sanskrit text and learns vector representations for the Aksharas(syllables).

cowboxer

Automatically exported from code.google.com/p/cowboxer

theano-hf

General purpose Hessian-free optimization in Theano

captcha_ctc

chamanti_ocr

Exercises

Some small coding exercises in mathematics, statistics, algorithms, puzzles, etc.

Explore-CTC-Loss.jl

We explore various ways of implementing the Connectionist Temporal Classification (CTC) Loss function in Julia with Zygote (or not).

ishachants

learn-julia-the-hard-way

Learn Julia the hard way!

Lekhaka

Scribe for Complex scripts including Indian Languages like Telugu. Writes to image to numpy array.

ocropy

Python-based tools for document analysis and OCR

Penrose.jl

Julia code for creating penrose tilings.

tensorflow_tutorials

theano-rnn

Demonstration of recurrent neural network implemented with Theano