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frederick's Projects

h2o-3 icon h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

horovod icon horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

igan icon igan

Interactive Image Generation via Generative Adversarial Networks

imagenet18 icon imagenet18

Code to reproduce "imagenet in 18 minutes" experiments

imgaug icon imgaug

Image augmentation for machine learning experiments.

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

keras-resnet icon keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras-resources icon keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

keras-vis icon keras-vis

Neural network visualization toolkit for keras

keras-yolov4 icon keras-yolov4

supports training, at least 41.1% mAP.支持训练,至少41.1%mAP。少数的给出精度的复现。

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

laika icon laika

Experiments with satellite image data

learn_math_fast icon learn_math_fast

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

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