sakhawatsumit's repositories
awesome-capsule-networks
A curated list of awesome resources related to capsule networks
Capsule-Network-Tutorial
Pytorch easy-to-follow Capsule Network tutorial
Chatbot-from-Movie-Dialogue
Built a simple chatbot from a sequence-to-sequence model with TensorFlow.
ctc_tensorflow_example
CTC + Tensorflow Example for ASR
deepspeech
DeepSpeech neon implementation
deepspeech.pytorch
Speech Recognition using DeepSpeech2.
FCN-pytorch
🚘 Easiest Fully Convolutional Networks
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
image-segmentation-keras
Implementation of Segnet, FCN, UNet and other models in Keras.
jupyter-themes
Custom Jupyter Notebook Themes
Kaggle-Competitions-
Source code and results of competitios
memn2n
End-To-End Memory Network using Tensorflow
MemN2N-tensorflow
"End-To-End Memory Networks" in Tensorflow
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
papers
Summaries of machine learning papers
poincare-embeddings
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
pytorch-semantic-segmentation
PyTorch for Semantic Segmentation
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Pytorch-UNet
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
rnn_text_writer
This is fork from Tensorflow's PTB RNN model with some additional features and experiments
seq2seq
Sequence to Sequence Learning with Keras
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
tensorflow-seq2seq-tutorials
Dynamic seq2seq in TensorFlow, step by step
TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
TensorFlow-Tutorials-1
TensorFlow Tutorials with YouTube Videos
tensorflow_notes
Tensorflow notes
tf_examples
TensorFlow and Scikit Flow examples
tutorials
机器学习相关教程