garcer3's repositories
BehavioralDataAnalysis
Support files for the O'Reilly book "Behavioral Data Analysis with R and Python" by Florent Buisson
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
blogpost_codes
Repo of my blogpost articles codes
d3
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
da_case_studies
Codes for case studies for the Bekes-Kezdi Data Analysis textbook
Expert-Data-Modeling-with-Power-BI
Expert Data Modeling with Power BI, published by Packt
fastbook
Draft of the fastai book
flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
flashtext
Extract Keywords from sentence or Replace keywords in sentences.
free_r_tips
Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every Tuesday.
graph_nets
Build Graph Nets in Tensorflow
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
medium-article-naive-bayes
This repo has code that is intended for use alongside the my medium article on naive bayes
ml-powered-applications
Companion repository for the book Building Machine Learning Powered Applications
network-visualization
Python network visualization app using NetworkX, Plotly, Dash
PyR4MDS
Companion code repository for the O'Reilly "Python and R for the Modern Data Scientist" book.
scattertext
Beautiful visualizations of how language differs among document types.
sentence-transformers
Sentence Embeddings with BERT & XLNet
simpletransformers
Transformers made simple with training, evaluation, and prediction possible with one line each. Currently supports Sequence Classification (binary, multiclass, multilabel), Token Classification (NER), and Question Answering. Built on top of the Hugging Face Transformer library.
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
SymSpell
SymSpell: 1 million times faster through Symmetric Delete spelling correction algorithm
TabPy
Execute Python code on the fly and display results in Tableau visualizations:
text-classification-small-datasets
Building a text classifier with extremely small datasets
The-Unsupervised-Learning-Workshop
An Interactive Approach to Understanding Unsupervised Learning Algorithms
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
tutorials
All of the code for my Medium articles
YouTube-Blog
Codes to complement YouTube videos and blog posts on Medium.