Comments (2)
This is my code
from DeepTemporalClustering import DTC
from datasets_ts import load_data
import numpy as np
dtc = DTC(n_clusters=5,
input_dim=8,
timesteps=168,
n_filters=50,
kernel_size=10,
strides=1,
pool_size=24,
n_units=[50, 10],
alpha=1.0,
dist_metric='eucl',
cluster_init='kmeans',
heatmap=True) # same as your training parameters
dtc.initialize()
dtc.load_weights('results/tmp/DTC_model_final.h5')
import joblib
X = joblib.load('./data/X.h5') ## your test data
pred=dtc.predict(X)
from deeptemporalclustering.
@lushunn Thanks! It really helps.
from deeptemporalclustering.
Related Issues (20)
- Dimension Reduction HOT 7
- Assertion error HOT 5
- Heatmap HOT 3
- Nan: Predicted Value HOT 2
- ValueError: The name "reshape" is used 2 times in the model. All layer names should be unique. HOT 3
- CuDNNLSTM not found HOT 3
- Training and Validation Losses HOT 1
- ValueError: Input 0 is incompatible with layer AE: expected shape=(None, 5210, 6), found shape=(None, 6) HOT 3
- Problem with Autoencoder Dimensions HOT 2
- Heatmap use HOT 2
- input shape HOT 2
- About the loss value HOT 2
- Heatmap issue HOT 4
- Loss interpretation
- Agglomerative Clustering without n_clusters HOT 1
- Dependency Problems with cudnn and Tensorflow HOT 1
- Practical Use
- Requirements are hard to find out HOT 1
- variable time step HOT 4
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 deeptemporalclustering.