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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deepsegment

A sentence segmenter that actually works!

dialogflow-custom-payload

Cheatsheet of Custom Payload for Dialogflow and Chatfuel

easyocr

Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

how-to-learn-deep-learning

A top-down, practical guide to learn AI, Deep learning and Machine Learning.

keract

Layers Outputs and Gradients in Keras. Made easy.

ln2sql

A tool to query a database in natural language

lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.

pg_query

Ruby extension to parse, deparse and normalize SQL queries using the PostgreSQL query parser

rat-sql

A relation-aware semantic parsing model from English to SQL

seq2struct

syndata-generation

Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper

textboxes

Pytorch based implementation of the textboxes paper

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

zero-shot-learning

Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings