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- ui-time: App that displays a 15-minute countdown timer in the macOS menu bar
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- jjuproach-exterminator: 쩝쩝충 박멸기
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- prettyURL: Click the extension icon to copy human readable URL.
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- eye-of-segmento: segment-anything and ConvNeXt on webcam input
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- classics.ipynb: prime, fibonacci, factorial, sort, shortest path, MST
- dp.md: accumulative computation 🚧
- commands.md: terminal commands cheat sheet
- regex.md: regular expression cheat sheet
- entropy.md: average amount of disorder/surprisal in a system ⭐
- quantum.pdf: quantum physics
- gradient.md: dL/dw, numerical gradient, backprop ⭐
- backprop.md: backward propagation ⭐
- fastbook.md: notes from the fastai book
- linlog.ipynb: linear regression and logistic regression with torch
- mnist.ipynb: MNIST classification with FC/CNN using np/torch
- optimizer.md: SGD, SGD with momentum, AdaGrad, RMSprop, Adam
- yoonlp.md: NNLM, Word2Vec from 딥 러닝을 이용한 자연어 처리 입문
- matplotlib.ipynb: state-based vs. object-oriented
- network.md: router, frame, DHCP, NAT, ARP
- utf-8.md: UTF-8 and URL encoding
- q4.md: 4-bit quantization
- mbyn.md: representation of m by n matrix in math, python, numpy
- transformer.md: attention ⭐
- decoder.ipynb: small gpt from scratch, in code ⭐
- tokenizer.ipynb: Unicode code point, UTF-8, BPE
- rlhf.md: techniques used to turn GPT into an assistant
- stable-diffusion.md: steering the noise predictor in latent space ⭐
- stable-diffusion-webui.md: guide on Stable Diffusion web UI
- ip-adapter.md: image prompt using decoupled cross-attention ⭐
- mls.md: notes from the Machine Learning Specialization course
- lunarlander.ipynb: optimal action-value function Q*, maxQ(s', a'; w)
- pinn.ipynb: physics-informed neural networks 🚧
- png: png, jpeg, gif, mp3, mp4, mkv
- deeplearningbook: notes from the Deep Learning book
- mml-book: notes from Mathematics for Machine Learning
- pml-book: notes from Probabilistic Machine Learning
- udl-book: notes from Understanding Deep Learning
- self-learning-cs: notes from 혼자 공부하는 컴퓨터구조 & 운영체제
- m1: CISC, RISC, and M1 chips
- mana-js: notes from 완성된 웹사이트로 배우는 자바스크립트
- pong
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- sort-into-subfolders: Sort files by date created, date modified, content created (EXIF)
- gist
- Quickstart guide for running...
- cv
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