Machine Learning

Tools for learning machine learning. Obviously, this will expand into many files once I’ve developed more knowledge.

Papers

https://github.com/NathanUA/U-2-Net salient object detection https://github.com/pliang279/awesome-multimodal-ml reading about multimodal ml

Tutorials

https://github.com/fzenke/spytorch gradient learning for spiking neural networks

Utilities

https://github.com/joseph-zhong/LipReading yes https://github.com/RasaHQ/rasa ml framework for automating text conversations

ETC

book by rahul khanna gpt 3 https://www.reddit.com/r/MachineLearning/comments/i1aafb/p%5Fi%5Ftrained%5Fa%5Fgan%5Fto%5Fgenerate%5Fphotorealistic%5Ffake/ fun with generating gans http://blog.ezyang.com/2013/01/nlp-the-missing-framework/ https://minimaxir.com/2019/09/howto-gpt2/ – fun gpt 2 training time https://ezyang.github.io/convolution-visualizer/index.html https://www.reddit.com/r/MachineLearning/comments/gc834u/d%5Fprogramming%5Flanguage%5Fchoices%5Fin%5Fai%5Fnlp%5Fand https://www.reddit.com/r/compsci/comments/g1eivp/from%5Fcvpr%5F2020%5Fturn%5Fany%5Fpicture%5Fto%5Fa%5F3d%5Fphoto/ https://github.com/tokee/juxta https://www.reddit.com/r/compsci/comments/g8circ/a%5Frepository%5Fof%5Fgraph%5Fclassification%5Fresearch/ https://arxiv.org/abs/2004.14545 https://arxiv.org/abs/2004.10934/

intels introductory ml course simple ml mindsweeper stream accel framework https://en.wikipedia.org/wiki/Discrete%5Fcosine%5Ftransform signal processing: the discrete cosine transformation https://en.wikipedia.org/wiki/Discrete%5Fcosine%5Ftransform data compression with fourier methods https://julialang.org/blog/2017/12/ml-pl/# https://www.youtube.com/watch?v=hx7kvTZLHYI https://www.youtube.com/watch?v=HgDdaMy8KNE whaaaat https://minimaxir.com/2019/09/howto-gpt2/ – make text with gpt2! ml with cool functional languages https://www.youtube.com/watch?v=Jr9sptoLvJU&app=desktop

natural language processing

https://www.reddit.com/r/compsci/comments/g1y5af/cmu%5Fdeepmind%5Fgoogles%5Fxtreme%5Fbenchmarks/ http://brainstormingbox.org/what-do-you-think-about-natural-language-processing/

https://blog.benwiener.com/programming/2019/04/29/reinventing-the-wheel.html discovering optimal rolling shape in pytorch! https://minimaxir.com/2020/01/twitter-gpt2-bot/ https://github.com/alimir1/ml/blob/master/index.md framework for learning machine learning and self studying

August 2, 2020