hsethi2709

public-apis

A collective list of free APIs

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

system-design-primer

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

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

awesome-public-datasets

A topic-centric list of HQ open datasets.

streamlit

Streamlit — A faster way to build and share data apps.

google-research

Google Research

mlflow

Open source platform for the machine learning lifecycle

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

awesome-nlp

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

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

cortex

Production infrastructure for machine learning at scale

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

nlp-recipes

Natural Language Processing Best Practices & Examples

interpret

Fit interpretable models. Explain blackbox machine learning.

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

docker-curriculum

:dolphin: A comprehensive tutorial on getting started with Docker!

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

vaderSentiment

VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

lda2vec

mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

gluon-nlp

NLP made easy

lexpredict-lexnlp

LexNLP by LexPredict

bigartm

Fast topic modeling platform

Multilingual-Latent-Dirichlet-Allocation-LDA

A Multilingual Latent Dirichlet Allocation (LDA) Pipeline with Stop Words Removal, n-gram features, and Inverse Stemming, in Python.

nlp_crash_course_plugin20

Contains relevant notebooks for the hands-on NLP workshop for the Analytics India Magazine Plugin Conference -2020 Edition

mlops-plugin_2020

MlOps End 2 End

albert

Fork of the Google's Albert model with package abilities.

allennlp

An open-source NLP research library, built on PyTorch.