Manikandan.R's repositories
sklearn-fasttext
A scikit learn based interface to facebook fasttext.
siamese-text-similarity
Tensorflow based implementation of deep siamese LSTM network for sentence classification using character embeddings
tensorflow-ner
Named Entity Recognition using LSTM-CRF-Char Embedding in tensorflow
Quora-duplicate-identification
Repository contains semantic equivalence models for duplicate detection.
cnn-classifier
Keras implementation of 'Convolutional Neural Networks for Sentence Classification. EMNLP 2014. Y. Kim.
gluon-text-clf
Convolutional Neural Network for Text Classification in gluon/mxnet
Tissue-Segmentation
Segmenting soft tissue sarcomas using Deep learning
attention-transfer
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
1shot-text-clf
A one shot method for text classification
cnn-text-clf
Convolutional Neural Network for Text Classification in keras
DaGAN
Smart data augmentation using generative adversarial nets.
Data-Structure
Data Structure playground
deep-learning-models
Keras code and weights files for popular deep learning models.
diracnets
Training Very Deep Neural Networks Without Skip-Connections
finch
Deep Learning Models I have Implemented (mainly tensorflow, sometimes pytorch / mxnet)
fnc-1-baseline
A baseline implementation for FNC-1
Keras-Diracnets
Training Very Deep Neural Networks Without Skip-Connections in Keras https://arxiv.org/abs/1706.00388
Keras-InferSent
Sentence embeddings (InferSent) and training code for NLI in Keras.
manikandan-ravikiran.github.io
My personal website
Neural-Network-Experiments
A series of deep learning experiments to understand its backbone.
paper-notes
Rundowns and notes of research papers in AI
pytorch-finch
Deep Learning Models I have Implemented in pytorch with sklearn interface
pytorch-playground
Pytorch tryouts : experiments on architectures
pytorch-skiptought
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors" in pytorch
pytorch-sklearn
Implementation of machine learning algorithms in pytorch
RacingKingAI
A racing kings chess using deep reinforcement learning
Reinforcement-learning
A suite of reinforcement learning experiments