Comments (10)
Are you using Theano backend? "This project was done in Linux, Python 2.x, Theano 0.9.0, and Keras 1.0.4. The use of another configuration may require some minor adaptations".
from seq2seq-chatbot-for-keras.
Yes, I'm using Python 2.7.12, Theano 0.9.0 and Keras 1.0.4 on Ubuntu 16.04
from seq2seq-chatbot-for-keras.
if you keep these parameters the code should run smoothly:
word_embedding_size = 100
sentence_embedding_size = 300
dictionary_size = 7000
maxlen_input = 50
from seq2seq-chatbot-for-keras.
I did not modified your conversation.py
example, so I have exactly the same params, but the code fails with an error mentioned above. I think an error might be caused by incorrect weights file, but I'm not sure
from seq2seq-chatbot-for-keras.
Can you check the new model conversation_discriminator.py?
from seq2seq-chatbot-for-keras.
The same result
Using Theano backend.
Starting the model...
CHAT:
computer: hi ! please type your name.
user: Egor
computer: hi , Egor ! My name is john.
user: Hi
Traceback (most recent call last):
File "conversation_discriminator.py", line 279, in <module>
model.load_weights(weights_file)
File "/usr/local/lib/python2.7/dist-packages/keras/engine/topology.py", line 2367,
in load_weights ' elements.')
Exception: Layer #3 (named "Encode answer up to the current token" in the current model)
was found to correspond to layer lstm_1 in the save file. However the new layer
Encode answer up to the current token expects 12 weights, but the saved weights have 3 elements.
from seq2seq-chatbot-for-keras.
Now I have no clue. If you find a workaround for your issue, let us know, you can help other users cope with similar issues. Otherwise, you can delete the weight file and train the model from the scratch (see the readme file). Using GPU you will have a chatbot able to chat with you in less than one hour of training.
from seq2seq-chatbot-for-keras.
I have this issue too. Ubuntu 16.04, Python 2.7, Keras 1.0.4, Theano 0.9.0. Can you please rerun conversation.py with your weights file on your machine?
Also i have import error on "from keras.utils import plot_model".
As I know, "plot_model" function was moved to other module and in keras 1.0.4 "plot" function was in keras.utils.visualize_util.
I'm afraid, we have different keras versions.
p.s. I got keras with "pip install keras==1.0.4"
from seq2seq-chatbot-for-keras.
I have here Ubuntu 14.04.3 LTS, Python 2.7.6, Theano 0.9.0, and Keras 2.0.4.
from seq2seq-chatbot-for-keras.
I updated the files conversation.py and conversation_discriminator.py. Now both codes work without problems and no warnings on my machine with Keras 2.0.4. Please let me know if this has solved your problem (remember to install Keras 2.0.4).
from seq2seq-chatbot-for-keras.
Related Issues (20)
- Parameters of the model ? HOT 1
- limit = l[0][0] - IndexError: index 0 is out of bounds for axis 0 with size 0 HOT 5
- Error while running conversation.py HOT 6
- TypeError: Value passed to parameter 'shape' has DataType float32 not in list of allowed values: int32, int64 HOT 8
- NameError: name 'embedding_matrix' is not defined HOT 3
- Getting AttributeError:int cannot find replace. HOT 5
- TypeError: 'module' object is not callable when executing train_bot.py HOT 4
- enhancement - investigate supplying conda environment.yml / requirements.txt with exported python 2.7.6 dependencies HOT 2
- Not a big deal, but Ubuntu does not like the spaces in the names HOT 4
- Any documentation on how to train it on our own data for the new GAN based algorithm? HOT 1
- eroor while running conversation.py HOT 1
- Any suggestion for large datasets? HOT 1
- how many data
- Python 3.7.x Theano AssertionError when starting the model in conversation.py HOT 2
- training custom data HOT 1
- where did you proposes a persona embedding? HOT 2
- how a new vocabulary file can be generated? HOT 5
- KeyError:Something HOT 4
- File vocabulary_movie HOT 3
- The file seq2seq_model.h5 isnt exist
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 seq2seq-chatbot-for-keras.