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| 1 | +# λ²μ κ·μΉ |
| 2 | +첫λ²μ§Έλ‘ ν΄λΉ μ©μ΄κ° μΆννμμ λλ 'νκΈ(μμ΄)'λ‘ λ²μνκ³ , μ΄νλΆν°λ νκΈλ‘λ§ λ²μν©λλ€. (μ. including transposing, indexing, ... => μ μΉ(transposing), μΈλ±μ±(indexing), ...) |
| 3 | + |
| 4 | +# μ©μ΄ μ¬μ© κ·μΉ |
| 5 | +1. μλ μ©μ΄κ° μ μ νλ©΄ μλ νμ μ©μ΄λ₯Ό μ¬μ©ν©λλ€. |
| 6 | +1. μ§μ λ μ©μ΄κ° μλ€λ©΄ μλ μ¬μ΄νΈλ₯Ό μ°Έκ³ νμ¬ μ¬μ©ν©λλ€. |
| 7 | +* http://www.ktword.co.kr/ |
| 8 | +* https://github.com/keunwoochoi/machine_learning_eng2kor/blob/master/dictionary.md |
| 9 | + |
| 10 | + μμΌλ©΄ μ μ ν λ¨μ΄λ₯Ό μ¬μ©νκ³ , μλ λͺ©λ‘μ λ΄μ©μ μΆκ°ν©λλ€. |
| 11 | + |
| 12 | + |
| 13 | +|μλ¬Έ|νκΈ|μμ±μ|μΆκ° μ€λͺ
| |
| 14 | +|---|---|:---:|---| |
| 15 | +|Getting Started tutorial|μμνκΈ° νν 리μΌ|λ°μ ν|ToCμ Getting Startedλ₯Ό λ»ν©λλ€.| |
| 16 | +|deep neural network|μ¬μΈ΅ μ κ²½λ§|λ°μ ν|| |
| 17 | +|Image|μ΄λ―Έμ§|λ°μ ν|ToCμ λΆλ₯λͺ
μ
λλ€.| |
| 18 | +|Text|ν
μ€νΈ|λ°μ ν|ToCμ λΆλ₯λͺ
μ
λλ€.| |
| 19 | +|Audio|μ€λμ€|λ°μ ν|ToCμ λΆλ₯λͺ
μ
λλ€.| |
| 20 | +|Generative|μμ± λͺ¨λΈ|λ°μ ν|ToCμ λΆλ₯λͺ
μ
λλ€.| |
| 21 | +|Production Use|μ΄μνκ²½μμ μ¬μ©|λ°μ ν|| |
| 22 | +|argument|μΈμ|λ°μ ν|| |
| 23 | +|in-place|λ°κΏμΉκΈ°|λ°μ ν|| |
| 24 | +|matrix|νλ ¬|λ°μ ν|| |
| 25 | +|NumPy|NumPy|λ°μ ν|λ²μνμ§ μμ| |
| 26 | +|size|ν¬κΈ°|λ°μ ν|| |
| 27 | +|shape|λͺ¨μ|λ°μ ν|| |
| 28 | +|resizing|ν¬κΈ° λ³κ²½|λ°μ ν|| |
| 29 | +|Read later|λ μ½μ거리|λ°μ ν|| |
| 30 | +|Tensor / Tensors|Tensor|λ°μ ν|λ²μνμ§ μμ| |
| 31 | +|Layer|κ³μΈ΅|λ°μ ν|| |
| 32 | +|Feed-forward network|μμ ν μ κ²½λ§|λ°μ ν|| |
| 33 | +|weight|κ°μ€μΉ|λ°μ ν|| |
| 34 | +|dataset|λ°μ΄ν°μ
|λ°μ ν|μμ°¨ νκΈ°| |
| 35 | +|parameter|λ§€κ°λ³μ|λ°μ ν|| |
| 36 | +|output|μΆλ ₯|λ°μ ν|| |
| 37 | +|gradient|λ³νλ|λ°μ ν|| |
| 38 | +|learning rate, lr|νμ΅λ₯ |λ°μ ν|| |
| 39 | +|mini-batch|λ―Έλ λ°°μΉ|λ°μ ν|μμ°¨ νκΈ°| |
| 40 | +|recap|μμ½|λ°μ ν|| |
| 41 | +|mean-squared error|μ΅μμ κ³±μ€μ°¨|λ°μ ν|| |
| 42 | +|normalizing|μ κ·ν|λ°μ ν|| |
| 43 | +|derivative|λν¨μ|λ°μ ν|| |
| 44 | +|placeholder|νλ μ΄μ€νλ|λ°μ ν|μμ°¨ νκΈ°| |
| 45 | +|instance|μΈμ€ν΄μ€|λ°μ ν|μμ°¨ νκΈ°| |
| 46 | +|momentum|λͺ¨λ©ν
|λ°μ ν|μμ°¨ νκΈ°| |
| 47 | +|instantiate|μμ±νλ€|λ°μ ν|| |
| 48 | +|normalization|μΌλ°ν|λ°μ ν|| |
| 49 | +|epoch|μν|λ°μ ν|μμ°¨ νκΈ°| |
| 50 | +|track (computation) history|μ°μ° κΈ°λ‘μ μΆμ νλ€|λ°μ ν|| |
| 51 | +|Optimizer|μ΅ν°λ§μ΄μ |λ°μ ν|μμ°¨ νκΈ°| |
| 52 | +|Batch Nomarlization|λ°°μΉ μ κ·ν|λ°μ ν|| |
| 53 | +|evaluation mode|νκ° λͺ¨λ|λ°μ ν|| |
| 54 | +|One-Hot|One-Hot|ν©μ±μ|λ²μμν¨| |
| 55 | +|autograd|Autograd|ν©μ±μ|λ²μμν¨| |
| 56 | +|plotting|λμν|ν©μ±μ|| |
| 57 | +|over-fitting|κ³Όμ ν©|ν©μ±μ|| |
| 58 | +|Drop-out|Drop-out|ν©μ±μ|λ²μμν¨| |
| 59 | +|loss|μμ€|λ°μ ν|| |
| 60 | +|scenario|μλ리μ€|λ°μ ν|μμ°¨ νκΈ°| |
| 61 | +|warmstart|λΉ λ₯΄κ² μμνκΈ°|λ°μ ν|Warmstarting Model = λΉ λ₯΄κ² λͺ¨λΈ μμνκΈ°| |
| 62 | +|wrapper|λνΌ|λ°μ ν|μμ°¨ νκΈ°| |
| 63 | +|sampling rate|μνλ§ λ μ΄νΈ||| |
| 64 | +|resample|리μν||| |
| 65 | +|MelScale|MelScale||| |
| 66 | +|feed data through model|λ°μ΄ν°λ₯Ό λͺ¨λΈμ μ 곡||| |
| 67 | +|Acknowledgements|κ°μ¬μ λ§|λ°μ ν|| |
| 68 | +|rank 0|0-μμ|λ°μ ν|| |
| 69 | +|API endpoint|API μλν¬μΈνΈ|λ°μ ν|μμ°¨ νκΈ°| |
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