This research utilizes the collections library in Python to compute word frequencies. Following this, the LDA topic model is employed to address Question 1: which keywords are closely related to Local Community. LDA, proposed by David M., Andrew Y., and Jordan I. in 2003, is a topic model...
Two alternative techniques for using a trained model are to use a C# program with the CNTK model evaluation library, or to use a custom Python script that uses the model weights and bias values directly. Wrapping Up To the best of my knowledge, CNTK is the most powerful neural network syst...
Memgraph comes with several deep path traversal algorithms. This list is expanded by the MAGE library, but if the algorithm you require is something completely different, you can add it yourself as aquery module. Let’s create a custom query module!
MapReader is a open-source python library for exploring and analyzing map images at scale. It contains two different pipelines: Classification pipeline: This pipeline enables users to fine-tune a classification model and predict the labels of patches created from a parent image. ...
The rapid growth of the halal food (HF) industry has created a pressing need for a comprehensive synthesis of the existing body of knowledge. However, ther
and PCR amplification. The amplified cDNA is then fragmented and ligated with sequencing adapters. The scRNA-seq libraries were constructed according to the protocol of the GEXSCOPE®Single Cell RNA Library Kits (Singleron) [58]. Individual libraries were diluted to 4 nM, pooled, and sequenced...
One of the main characteristics of working with collections of scientific articles is that each one corresponds to work done on a specific period and published on a specific date. This feature makes the corpus temporal. Therefore, the time factor acquires relevance and may become essential in the...
Two alternative techniques for using a trained model are to use a C# program with the CNTK model evaluation library, or to use a custom Python script that uses the model weights and bias values directly. Wrapping Up To the best of my knowledge, CNTK is the most powerful...
It provides a chat interface to OpenAI's GPT models along with pre-canned AI personas and a prompt fragment library to help you get more out of the AI and a working environment where you can create notes by selecting the most interesting and useful parts of the chat to edit and organise...
Intrauterine adhesion (IUA) is a common cause of clinically refractory infertility, and there exists significant heterogeneity in the treatment outcomes among IUA patients with the similar severity after transcervical resection of adhesion(TCRA). The und