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awesome-courses

List of awesome university courses for learning Computer Science!

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-public-datasets

A awesome list of (large-scale) public datasets on the Internet. (On-going collection)

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bart_t5-summarization

Summarization Task using Bart and T5 models.

bert

TensorFlow code and pre-trained models for BERT

bert_sentiment_flask

Using flask API to predict the sentiment using BERT model

classification_pipeline

:orange_book: A complete document classification pipeline using Apache Spark in scala

data-science--cheat-sheet

Cheat Sheets

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gatling

Async Scala-Akka-Netty based Load Test Tool

indic-trans

The project aims on adding a state-of-the-art transliteration module for cross transliterations among all Indian languages including English.

interactive_tools

Interactive Tools for Machine Learning, Deep Learning and Math

libphonenumber

Google's common Java, C++ and JavaScript library for parsing, formatting, and validating international phone numbers.

machine_translation

math-of-intelligence

Challenge solutions to Siraj Raval's Math of Intelligence course.

math-of-machine-learning-course-by-siraj

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

nlp-recipes

Natural Language Processing Best Practices & Examples

open-source-machine-learning-degree

Learn machine learning for free, because free is better than not-free.

polyglot

Multilingual text (NLP) processing toolkit

practical-deep-learning-for-coders-2.0

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

pregx

A collection of popular & commonly used regexp patterns for JavaScript

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pytorch-nlp-tutorial-sj2019

pytorch-notebooks

Pytorch Tutorial Notebooks

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers