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sophialz's Projects

cs224n-winter-2017 icon cs224n-winter-2017

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

h2o-3 icon h2o-3

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

hippocamplus icon hippocamplus

A place to gather useful information I keep on forgetting.

keras-yolo2 icon keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1000+页)和视频链接

maskrcnn-benchmark icon maskrcnn-benchmark

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

models icon models

Models and examples built with TensorFlow

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

photoshopped-or-not icon photoshopped-or-not

Detecting Photoshopped images with Machine Learning. Created during Data Science Retreat.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tidy-text-mining icon tidy-text-mining

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

yad2k icon yad2k

YAD2K: Yet Another Darknet 2 Keras

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