Comments (1)
You can use tf.TextLineReader to read in CSV files to TensorFlow, more details here:
https://www.tensorflow.org/api_guides/python/reading_data
E.g. run_model in train.py just needs to have tensor inputs of shape [sequence_length, batch_size, input_size]. This is just an example script, more generally you can use the DNC class on any sequential task and use TensorFlow loop primitives (such as dynamic_rnn or static_rnn) to unroll the DNC and perform BPTT.
from dnc.
Related Issues (20)
- You can avoid the top_k and allow usage to be differentiable HOT 2
- Can i use dnc with speech signals? HOT 2
- Installation does not work HOT 2
- Can you post a modified version in which you can chose any task of your choice, not only the input reconstruction? HOT 10
- Orange python widget inputs and output? HOT 1
- Must the batch size be fixed?
- How to improve the use of cpu HOT 1
- How to print the value of read/write head and memory? HOT 11
- Tensorboard graph visualization HOT 3
- Visualization Tools HOT 1
- What values are saved between episodes? HOT 2
- Is it possible to learn the functionality of a Set data structure with DNC? HOT 2
- Formal description of multiple write heads
- can't run train.py HOT 4
- DNC with Reinforcement Learning examples?
- How to make a placeholder with changed batches for the dnc state? thanks
- Graph datasets
- Mini-SHRDLU
- Why the memory is a 3D tensor?
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from dnc.