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fastai_dev

fast.ai early development experiments

flasksaas

A great starting point to build your SaaS in Flask & Python, with Stripe subscription billing 🚀

gensen

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases.

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

hierarchy-rnn-sentence-match

A hierarchy RNN to conduct sentence match

histnorm

Compiled tools, datasets, and other resources for historical text normalization.

how_to_convert_text_to_images

This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube

how_to_deploy_a_keras_model_to_production

This is the code for the "How to Deploy a Keras Model to Production" by Siraj Raval on Youtube

how_to_do_sentiment_analysis

This is the code for 'How to Do Sentiment Analysis' #3 - Intro to Deep Learning by Siraj Raval on Youtube

integrating-a-machine-learning-model-into-a-web-app

Integrating a Machine Learning Model into a Web app

kaggle-quora-question-pairs

Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

kor-sentence-similarity

Sentence/Text Similararity Models for Korean

learn_computer_science_in_5_months

This is the Curriculum for "Learn Computer Science in 5 Months" By Siraj Raval on Youtube

lstm-sentence-similarity

Sentence similarity using Long Short Term Memory Neural Networks

lstm-siamese-text-similarity

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

machine-learning-web-apps

Building and Embedding Machine Learning Model into a Web App(With Flask,etc)

make_money_with_tensorflow_2.0

This is the code for "Make Money with Tensorflow 2.0" by Siraj Raval

marian-dev

Fast Neural Machine Translation in C++ - development repository

medium

Code related to blog posts on my Medium page

monolingual-word-aligner

word aligner for sentence similarity

mp-cnn-tensorflow

naacl_transfer_learning_tutorial

Repository of code for the NAACL tutorial on Transfer Learning in NLP

naijahacks-fort-api

API for the plant disease recognition artificial inteligence project which I collaborated on as a member of Team fort in the NaijaHacks hackaton.

nematus

Open-Source Neural Machine Translation in Tensorflow

neo

Deep learning library in python from scratch

neural

LATEX: TikZ package for drawing neural networks. Also available on CTAN at http://www.ctan.org/tex-archive/graphics/pgf/contrib/neuralnetwork

nli

Enhanced LTSM for natural language inference