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