Pinned Repositories
Associative_LSTM
LSTM with associative memory cells (http://arxiv.org/abs/1602.03032)
CTC-Connectionist-Temporal-Classification
Theano implementation of CTC.
Epoch_wise_Double_Descent
Official implementation of "Multi-scale Feature Learning Dynamics: Insights for Double Descent".
Gradient_Starvation
Gradient Starvation: A Learning Proclivity in Neural Networks
LSTM-Attention
LSTM-Attention
LSTM_Dropout
pytorch_forward_forward
Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation
Recurrent-Neural-Networks
Recurrent Neural Network for modeling sequential data implemented using Python and Theano.
RNN_Experiments
General experiments on Vanilla RNN and LSTM in Theano.
Theano_Tile_Coding
A tile coder in theano for Reinforcement Learning tasks
mpezeshki's Repositories
mpezeshki/CatsVSDogs
Kaggle Cats vs Dogs challenge for IFT6266
mpezeshki/DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
mpezeshki/theano_alexnet
Theano-based Alexnet
mpezeshki/blocks-contrib
A collection of datasets and models implemented with Blocks
mpezeshki/BLSTM-for-supervised-sequence-recognition
General Purpose Implementation of LSTM extended from OCROPUS to recognize any sequential data
mpezeshki/breze
Breze with all the stuff.
mpezeshki/ccw_tutorial
mpezeshki/classycn
Classical Chinese
mpezeshki/DeepRNN
Deep RNN
mpezeshki/EncDecASR
mpezeshki/fuel
A data pipeline framework for machine learning
mpezeshki/GroundHog
Library for implementing RNNs with Theano
mpezeshki/Hello-LISA
Hi,
mpezeshki/ift6266h15
Material related to the IFT6266 course (winter 2015)
mpezeshki/lda
Topic modeling with latent Dirichlet allocation
mpezeshki/LDNN
Theano implementation of Logistic Disjunctive Normal Networks.
mpezeshki/librosa
Python library for audio and music analysis
mpezeshki/lstm_benchmarks
Benchmarking different LSTM libraries
mpezeshki/memnn
mpezeshki/morphing_faces
Repository for the Morphing Faces demo
mpezeshki/neural-turing-machines
Attempt at implementing system described in "Neural Turing Machines." by Graves, Alex, Greg Wayne, and Ivo Danihelka. (http://arxiv.org/abs/1410.5401)
mpezeshki/NeuralNet
A neural network lib based on theano
mpezeshki/neuraltalk
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
mpezeshki/Passage
A little library for text analysis with RNNs.
mpezeshki/pylearn2
A Machine Learning library based on Theano
mpezeshki/RNN
mpezeshki/rnn_ctc
Recurrent Neural Network with Connectionist Temporal Classifical implemented in Theano. Includes a Toy training example.
mpezeshki/sparse-coding-theano
Theano-based implementation of the efficient sparse-coding algorithms by Honglak Lee et al. (2006)
mpezeshki/Test
mpezeshki/theano-hf
General purpose Hessian-free optimization in Theano