dodocho / deeplearning_machinelearning

Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)

Deep Learning and Machine Learning Experimentation

Current Project (Wed Apr 6 2016):

Currently working on replicating the Deep Attentive Reader in Keras. This model has been designed in the same way as described in the paper Teaching Machines to Read and Comprehend. So far, the results are consistantly improving - once 10% Accuracy has been achieved I intend to move over to an AWS instance to reduce the training time.

Directory: /keras/Attention

More info: Log

Help Required: Here

Weights: Avalible on request - email me - [email protected]

Overview of Projects Attempted:

• EmbeddingKeras - A successful attempt to incorporate Word Vectors into a Deep Learning Sentiment Classifier
• Spark_Course_EDx - Outputs from the weekl coursework
• Keras - One of my favourite github projects and what has ignited my interest in Deep Learning
• Learning_Python - Scipts I wrote to learn python with - some useful Terminal Commands too
• NLP - A couple of Scripts I wrote prior to my interview with DataGenic
• Spark_SQL - Experimenting with MySQL and Spark SQL (made when Spark SQL had just been released)
• Torch_7_Learning - Playing around with Lua and Torch (Started Jan 2015)