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100-days-of-ml-code

100 Days of ML Coding

algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

amltools

Utility notebooks/scripts

animallabel

bbox-label-tool

A simple tool for labeling object bounding boxes in images

cameratraps

Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

codesharpener

Keep my coding skill sharp.

create-react-app

Set up a modern web app by running one command.

cs-interview-knowledge-map

Build the best interview map. The current content includes JS, network, browser related, performance optimization, security, framework, Git, data structure, algorithm, etc.

designpatternslibrary

A comprehensive design patterns library implemented in C#, which covers various design patterns from the most commonly used ones to the lesser-known ones. Get familiar with and learn design patterns through moderately realistic examples.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

keras-frcnn

keras-retinanet

Keras implementation of RetinaNet object detection.

lintcode

machinelearning

Repo for my machine learning

maskrcnn-benchmark

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

practicalai

📚A practical approach to learning machine learning.

system-design-primer

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

tensorflow

Computation using data flow graphs for scalable machine learning

text_classification

all kinds of text classificaiton models and more with deep learning

tnc_azure_webapp

Web App for TNC project

tnc_frcnn

Faster-RCNN for The Nature Conservancy Wildlife protection project

tnc_hackthon

trafficreport

under construction

typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.