mejihero

04-LiaoXueFeng

廖雪峰《Python 教程》学习笔记。

bvm_tutorial

COCO-Style-Dataset-Generator-GUI

A simple GUI-based COCO-style JSON Polygon masks' annotation tool to facilitate quick and efficient crowd-sourced generation of annotation masks and bounding boxes. Optionally, one could choose to use a pretrained Mask RCNN model to come up with initial segmentations.

course-v3

The 3rd edition of course.fast.ai

DALEX

Descriptive mAchine Learning EXplanations

Deep_Learning_AI

demo-chinese-text-binary-classification-with-bert

demo-multi-label-classification-bert

demo-text-binary-classification-with-bert

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dlaicourse

Notebooks for learning deep learning

docs

TensorFlow documentation

fastai

The fastai deep learning library, plus lessons and tutorials

fastText

Library for fast text representation and classification.

gcloud

Google Cloud tutorial and setup

Image-Based-Airbnb-Pricing-Algorithm

Created a deep learning algorithm to predict the price of an Airbnb listing only from a picture from the listing

imgaug

Image augmentation for machine learning experiments.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

metal

Snorkel MeTaL: A framework for training models with multi-task weak supervision

nlp

:memo: This repository recorded my NLP journey.

pycococreator

Helper functions to create COCO datasets

pysheeet

Python Cheat Sheet

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

requests

Python HTTP Requests for Humans™ ✨🍰✨

sklearn2pmml

Python library for converting Scikit-Learn pipelines to PMML

soupsieve

A modern CSS selector implementation for BeautifulSoup

TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

text_mining

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.