✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

Google Research

⛔ [DEPRECATED] A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.

Traditional ASR (Signal & Cepstral Analysis, DTW, HMM) & DNNs (Custom Models + DeepSpeech) on Indian Accent Speech

Kaggle | 1st place solution for Freesound Audio Tagging 2019

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Background Matting: The World is Your Green Screen

g2p: English Grapheme To Phoneme Conversion

🎣 Using deep learning (word level and character level embeddings combined with GRU layers) to detect Phishing using the URL

COMBAT WOMBAT's 4th place solution to Kaggle competition Jigsaw Unintended Bias in Toxicity Classification

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

Jupyter Notebooks with Deep Learning Tutorials

Python port of Moses tokenizer, truecaser and normalizer

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

📝 python package to calculate readability statistics of a text object - paragraphs, sentences, articles.

A library for debugging/inspecting machine learning classifiers and explaining their predictions

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

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

The 4th Place Solution to the 2019 ACM Recsys Challenge by Team RosettaAI

A hyperparameter optimization framework

A Hyperparameter Tuning Library for Keras

TextRank implementation for Python 3.

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

**ARCHIVED** An anonymizer to obfuscate faces and license plates.

Fit interpretable models. Explain blackbox machine learning.

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L