wilsonjr

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

google-research

Google Research

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

fastbook

The fastai book, published as Jupyter Notebooks

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

mlops-zoomcamp

Free MLOps course from DataTalks.Club

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

auto-sklearn

Automated Machine Learning with scikit-learn

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

interpretable-ml-book

Book about interpretable machine learning

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

fairlearn

A Python package to assess and improve fairness of machine learning models.

awesome-transformer-nlp

A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.

Annotated-Semantic-Relationships-Datasets

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

stanford-cme-106-probability-and-statistics

VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers

featurewiz

Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshadri. Collaborators welcome.

autocorrect

Spelling corrector in python

gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

portuguese_word_embeddings

Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks

TTS-Portuguese-Corpus

Open Source Text-To-Speech Portuguese Dataset

emblaze

Interactive Jupyter notebook widget for visually comparing embedding spaces.

soloist

PLUE

Portuguese translation of the GLUE benchmark and Scitail dataset

TechDummies

Source code for youtube videos

ai-fairness

Notes, references and materials on AI Fairness that I found useful and helped me in my academic research.

WordEmbeddingPortugues

Repositório contendo implementações e modelos prontos para utilização em projetos de língua portuguesa (pt-br)

pubmed-tsne-iclr

Two-dimensional visualization of large document libraries using t-SNE

xai-course.github.io

Course webpage

Data-Engineering-on-GCP-Cheatsheet