ops.reset_default_graph() # to be able to rerun the model without overwriting tf variables tf.set_random_seed(1) # to keep results consistent (tensorflow seed) seed = 3 # to keep results consistent (numpy seed) (m, n_H0, n_W0, n_C0) = X_train.shape n_y = Y_train.shape[1]...
Then, within the model's Python code, use thedbt.config.get()function toaccessvalues of configurations that have been set: models/my_python_model.py Dynamic configurations In addition to the existing methods of configuring Python models, you also have dynamic access to configuration values set...
If you add --system-site-packages when you call venv, Python will set the value to include-system-site-packages in pyvenv.cfg to true. This setting means that you can use any external packages that you installed to your base Python as if you’d installed them into your virtual ...
Universally Unique Identifier (UUID), also known as a Globally Unique Identifier (GUID). A version 4 UUID relies on random numbers Returns: str: A random UUID Examples: >>> Chepy'').generate_uuid() 92644a99-632a-47c1-b169-5a141172924b """ self.state = str(uuid4()) return self...
{'fitness_threshold': 1e-10, # terminate when the best-so-far fitness is lower than this threshold 'max_runtime': 3600, # 1 hours (terminate when the actual runtime exceeds it) 'seed_rng': 0, # seed of random number generation (which must be explicitly set for repeatability) 'x'...
To use Azure with the openai backend you will need to set the MAGENTIC_OPENAI_API_TYPE environment variable to "azure" or use OpenaiChatModel(..., api_type="azure"), and also set the environment variables needed by the openai package to access Azure. See https://github.com/openai/...
In this video we complete the forum class and demonstrate user registration using the register.user method. After registering users, the list of users within the forum class is printed to confirm the additions. The video then delves into assigning the re
This video explores built-in functions in Python, focusing on the "print" function. It explains how to access quick definitions and quick documentation for functions and discusses the parameters of the "print" function. The video also mentions the defaul
The cubic interpolated level set method for realistic fluid animation. Query segmentation revisited. Improvement of the Mu-law Proportionate NLMS Algorithm. An efficient random access inverted index for information retrieval. Losses analysis and low standby losses quasi-resonant flyback converter desi...
See the slides on how to use the ‘shuffle’ STL function. You will probably need a seed for the random number generator. In order to get this, add #includeto the top of the program, and when you need the value, use a call to the ‘time()’ function. Specifically, use ...