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Artificial Intelligence
Accelerating particle size distribution estimation
The pharmaceutical manufacturing industry has long struggled with the difficulty of monitoring...
Artificial Intelligence
“AI global market size in 2030 can be KRW 1,800 trillion… it’s going to reach 9 times the scale in 2023.”
It's predicted that the worldwide artificial intelligence (AI) market size will grow nine-fold from $150.2 billion (roughly 200 trillion won) in 2023 to $1.3452 trillion (roughly 1,800 trillion won) in 2030. It is...
Artificial Intelligence
Optimising Output File Size in Apache Spark
The variety of output files saved to the disk is the same as the variety of partitions within the Spark executors when the write operation is performed. Nevertheless, gauging the variety of partitions before...
Artificial Intelligence
Not One Size Suits All Drug Hunters Proceed to Pursue the Ultimate Breakthrough Are We Aiming for Faster? Cheaper? Higher? Exploring ML Approaches in Preclinical Drug Discovery Seamless...
ML Models Must Match Their Use Cases in Drug DiscoveryCo-authored by LabGenius’ CTO, Leo Wossnig.Drug discovery is historically slow, expensive, and riddled with failures — AI/ML is changing this paradigm.The drug development process stays...
Artificial Intelligence
Cosine Similarity for 1 Trillion Pairs of Vectors Motivation ChunkDot Chunk size calculation Memory and speed Usage Conclusion
Introducing ChunkDotpip install -U chunkdotCalculate the 50 most similar and dissimilar items for 100K items.import numpy as npfrom chunkdot import cosine_similarity_top_kembeddings = np.random.randn(100000, 256)# using all you system's memorycosine_similarity_top_k(embeddings, top_k=50)# most dissimilar items using...
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