A curated list of product management advice for technical people.

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

Documentation for the General Bikeshare Feed Specification, a standardized data feed for shared mobility system availability. Maintained by MobilityData

A data specification to enable right-of-way regulation, digital policy, geofencing, and two-way communication between mobility companies and public agencies worldwide for any regulated, shared vehi…

A sample online store using rails. Video of progress in: https://goo.gl/NYGrTq

Source code for the Kafka Streams in Action Book

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Human-readable reference marks for scales.

Transform the DOM by selecting elements and joining to data.

Natural Language Processing Best Practices & Examples

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON

🎓 Path to a free self-taught education in Computer Science!

Unsupervised text tokenizer for Neural Network-based text generation.

Data ingestion library for Amundsen to build graph and search index

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

SparkOnHBase

Synthetic Patient Population Simulator

NLP, before and after spaCy

System design interview for IT companies

Apache Flink

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

numeric fused-head identification and resolution

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

A BERT model for scientific text.

Definition and DDLs for the OMOP Common Data Model (CDM)

Super easy library for BERT based NLP models