TildAlice – Tech Blog for Developers
Python, AI, Deep Learning, Data Analysis, Computer Vision, Reinforcement Learning โ tips and tutorials
Latest Posts
-
Claude vs GPT-4o: Beginner Coding Tasks Benchmark Results
Claude scored 87%, GPT-4o hit 91% on 100 beginner coding tasks. But aggregate scores hide the real story โ see which model wins by task type.
-
DP State Design: 7 Patterns That Cut Interview Time in Half
Master the 7 DP state patterns (endpoint, bitmask, range) that solve 80% of interview problems. Includes Kadane, knapsack, and stock cooldown examples.
-
pytest vs unittest vs hypothesis: Coverage Blind Spots
100% line coverage still ships bugs. See how pytest, unittest, and hypothesis expose different edge cases โ with the exact inputs each framework missed.
-
SAC Entropy Tuning: Auto-Alpha Cuts Failures by 80%
Learn SAC entropy tuning with auto-alpha to slash RL training failures by 80%. Discover the temperature coefficient trick that stabilizes learning.
-
Hash Table Collisions: Chaining vs Open Addressing in Python
Compare hash table collision strategies in Pythonโchaining vs open addressing. See benchmarks, implementation tricks, and when each wins.
-
FFT vs Welch vs STFT: 10Hz Bearing Speed Benchmark
Compare FFT, Welch, and STFT methods for 10Hz bearing vibration analysis. Discover which technique reveals hidden fault signatures most reliably.
-
Binary vs Ternary Search: Why Ternary is 23% Slower on Unimodal Functions
Compare binary vs ternary search performance on unimodal functions. Discover why the 23% slowdown occurs and when each algorithm truly shines.
-
TensorFlow Lite vs PyTorch Mobile: Cortex-A Latency Test
Compare TensorFlow Lite vs PyTorch Mobile on Cortex-A processors. Our latency benchmarks reveal surprising performance gaps you need to know.