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autotext_data

Several datasets for text classification tasks

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-deep-learning

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

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

awesome-math

A curated list of awesome mathematics resources

awesome-network-analysis

A curated list of awesome network analysis resources.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

basic_sentiment_analysis

Code of the blog post: http://fjavieralba.com/basic-sentiment-analysis-with-python.html

bert-finetuning

category_encoders

A library of sklearn compatible categorical variable encoders

course-nlp

A Code-First Introduction to NLP course

course-v3

The 3rd edition of course.fast.ai

course20

Deep Learning for Coders, 2020, the website

data-science-blogs

A curated list of data science blogs

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deepcontext

Author's implementation of 'Unsupervised Visual Representation Learning by Context Prediction'

deeplearningbook-notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

deslib

A Python library for dynamic classifier and ensemble selection

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dlaicourse

Notebooks for learning deep learning

ensemble-survey

This repository contains all the programs and literatures for my ensemble method survey paper

essential_math_for_data_science

Data for the book Essential Math for Data Science

field-wise-learning

ga-dat-14

GA Data Science

git_tutorial

Git hub tutorials files

graph-representation-learning-tutorial

Code for Data61's tutorial on Graph Representation Learning