TildAlice – Tech Blog for Developers
Python, AI, Deep Learning, Data Analysis, Computer Vision, Reinforcement Learning โ tips and tutorials
Latest Posts
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Polars vs Pandas: When Pandas Wins on Real Data
Polars vs Pandas comparison reveals surprising performance gaps on real datasets. Learn when each library wins and why speed isn't everything.
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Your First Data Analysis Project: CSV to Insights Guide
Learn data analysis fundamentals with a hands-on CSV project. Master Pandas, visualization, and insights extraction in this beginner-friendly guide.
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CleanRL vs Stable Baselines3: PPO Training 2.3x Faster
Compare CleanRL vs Stable Baselines3 PPO implementations and discover why CleanRL achieves 2.3x faster training with cleaner, hackable code.
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PPO vs SAC: 1-GPU Memory & Compute Cost Benchmark
SAC uses 40% more VRAM than PPO on the same taskโbut reaches target rewards 34% faster. Real benchmarks on RTX 3090 with memory and compute trade-offs.
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Import Side Effects Break Tests: 4 Patterns That Pass Locally
Import side effects pass locally but break in CI. Here's how env vars, DB connections, and plugin registration fail when test order changes.
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FastAPI vs Flask ML Serving: Which to Learn First
Compare FastAPI vs Flask for ML serving. Speed, async, typing differences revealed. Choose the right framework for your first production API.
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FFT vs Wavelet Transform: Which to Learn First for PHM
Compare FFT vs Wavelet Transform for predictive maintenance. Learn which signal processing method works best for machinery fault detection.