Benchmarking

A comprehensive guide to profiling and optimizing Python code. Covers CPU and memory profiling tools (cProfile, line_profiler, memory_profiler, py-spy), optimization patterns for loops, data structures, caching, multiprocessing, async I/O, and database operations with practical code examples.

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.