2021
NLP Overview
September 6, 2021Overview of NLP fundamentals including tokenization, NER, sentiment analysis, machine translation, and the impact of Transformer on the field.
3 min read·nlpReinforcement Learning Study Materials
September 3, 2021Curated list of reinforcement learning study resources including lectures, books, and blog posts.
1 min read·ml[Programmers] Word Conversion
September 2, 2021Solution for the Programmers word conversion problem using BFS with single-character diff detection.
1 min read·algorithmpython[Baekjoon] Messi Gimossi
September 2, 2021Solution for Baekjoon 17297 (Messi Gimossi) using Fibonacci-based string search with a binary search-like approach.
2 min read·pythonalgorithmLast-Minute Score Boosting
September 2, 2021Last-minute competition score boosting: test-time augmentation (TTA) with soft voting and half-precision training.
1 min read·computer-visionpytorch+1Confusing NumPy
September 1, 2021Common NumPy pitfalls: dtype=object issues with mixed-type lists and axis behavior in np.mean.
1 min read·pytorchpython