README.md

Deep Learning

tensorflow

• https://github.com/tensorflow/tensorflow/blob/master/tensorflow/go/README.md
  • https://pgaleone.eu/tensorflow/go/2017/05/29/understanding-tensorflow-using-go/
    • https://github.com/galeone/tfgo
  • https://github.com/helinwang/tfsum
• https://outcrawl.com/image-recognition-api-go-tensorflow/
• https://www.activestate.com/blog/2017/08/using-pre-trained-models-tensorflow-go

tf models

• https://github.com/tensorflow/models/tree/master/research
  • https://github.com/tensorflow/models/tree/master/research/skip_thoughts

word vectors

• https://github.com/ynqa/word-embedding
  • https://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf

General frameworks

• https://github.com/jdkato/prose

Gneral blogs

• http://blog.paralleldots.com/data-science/breakthrough-research-papers-and-models-for-sentiment-analysis/

RNN

Recursive Nerual Tensor Network

• https://github.com/pdsmith1223/rntn
• https://github.com/rgobbel/rntn

CNN

• https://github.com/ajinkyakulkarni14/How-I-Extracted-TED-talks-for-parallel-Corpus-
• https://github.com/may-/cnn-ld-tf

General NLP

• https://github.com/jdkato/prose
• https://github.com/chewxy/lingo
  • http://cs.stanford.edu/people/danqi/papers/emnlp2014.pdf
• https://github.com/timtadh/lexmachine
• https://blog.gopheracademy.com/advent-2017/lexmachine-advent/

sentiment data

• Blog Post about recent Sentiment analsis: https://blog.algorithmia.com/introduction-sentiment-analysis-algorithms/
• https://github.com/JonathanRaiman/pytreebank
• https://github.com/AcademiaSinicaNLPLab/sentiment_dataset

Unsupervised Sentiment neuron (OpenAI)

• Blog Post https://blog.openai.com/unsupervised-sentiment-neuron/#methodology
• Original Project(pre-trained model): https://github.com/openai/generating-reviews-discovering-sentiment
• !!PyTorch port!! https://github.com/guillitte/pytorch-sentiment-neuron
• Another Pytorch sample: https://github.com/NVIDIA/sentiment-discovery

Gradient Boosting for Sentiment (Microsoft DeepForest)

• microsoft/LightGBM#331

language detection

n-gram

https://github.com/abadojack/whatlanggo https://github.com/chrisport/go-lang-detector

Miscellany

• https://github.com/adeshpande3/Machine-Learning-Links-And-Lessons-Learned
• PhoneNumber formatter: https://github.com/ttacon/libphonenumber