Comments (1)
Thanks for your feedback, but I can't reproduce your critical issues.
Can you install the latest version of release/1.0.0 and test it again please?
pip install https://github.com/nok/sklearn-porter/zipball/release/1.0.0
Here is a basic example:
from sklearn.datasets import load_iris
from sklearn.ensemble import RandomForestClassifier
from sklearn_porter import Estimator
# 1. Load data and train a dummy classifier:
X, y = load_iris(return_X_y=True)
clf = RandomForestClassifier()
clf.fit(X, y)
# 2. Port or transpile an estimator:
est = Estimator(clf, language='java', template='exported')
# output = est.port()
# print(output)
# 3. Validate and compare the predictions:
score = est.test(X)
print(score) # the score should be 1.0
https://github.com/nok/sklearn-porter/tree/release/1.0.0#basics
from sklearn-porter.
Related Issues (20)
- (SVC export) N_vector size of the exported C is not the same with the size of training sample
- Feature Request: translator for onehot encoder
- Feature Request: Multinomial Logistic Regression
- A bug : When the version of sklearn contains character sequences like "rc1, rc2", the Porter class cannot be created. HOT 1
- RandomForestClassifier export HOT 1
- decision tree C code exported by porter have zero integrity score with custom test_data. HOT 1
- Test code, which is part of the Readme is failing HOT 2
- [Query] Is the isolation forest model for outlier detection supported now? HOT 1
- ValueError: invalid literal for int() with base 10: 'post1' on Example from Readme HOT 2
- What does embed_data do?
- [Enhancement]Background concurrent copying GC freed for sklearn model constrcutor in Java HOT 2
- [Error] Works fine with C but getting this error when ported to Java
- OSError: Windows isn't supported yet HOT 3
- Unable to check integrity score. HOT 1
- Generating probabilities instead of categorical results
- scikit-learn-0.24.1: ModuleNotFoundError: No module named 'sklearn.tree.tree' HOT 5
- Is there any plan to support RandomForestRegressor? HOT 11
- ImportError: cannot import name 'Porter' HOT 2
- Can't use port or save functions HOT 3
- ModuleNotFoundError: No module named 'sklearn_porter' HOT 1
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 sklearn-porter.