Yilun Chen's starred repositories
Awesome-CoreML-Models
Largest list of models for Core ML (for iOS 11+)
tf_seq2seq_chatbot
[unmaintained]
Seq2seq-Chatbot-for-Keras
This repository contains a new generative model of chatbot based on seq2seq modeling.
sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
How-to-Deploy-a-Tensorflow-Model-in-Production
This is the code for the "How to Deploy a Tensorflow Model in Production" by Siraj Raval on YouTube
keras-squeezenet
SqueezeNet implementation with Keras Framework
nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
kaggle_speech_recognition
Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.
KerasDeepSpeech
A Keras CTC implementation of Baidu's DeepSpeech for model experimentation
stancon_talks
Materials from Stan conferences
chainer-DCGAN
Chainer implementation of Deep Convolutional Generative Adversarial Network
CausalImpact
An R package for causal inference in time series
reticulate
R Interface to Python
bank_transactions_classifier
Python Jupyter Notebook Application that classifies bank transactions as fraud and normal. Dataset taken from https://www.kaggle.com/dalpozz/creditcardfraud/data. Own Neural Network implementation.
machine_learning_examples
A collection of machine learning examples and tutorials.
keras-resnet
Residual networks implementation using Keras-1.0 functional API
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource