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celebrity-face-generation

course-v3

The 3rd edition of course.fast.ai

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dog-breed-classifier

Compare simple CNN from scratch with transfer learning using pre-trained model. Then utilize OpenCV API to complete the human/dog breed identification algorithm

epijudge

EPI Judge - Preview Release

fastai-v3

Starter app for fastai v3 model deployment on Render

interview-questions

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

is_he_matt_or_jesse

Classifier for Matt Damon and Jesse Plemons. First try at using docker to deploy trained deep learning model on a web application.

juliaboxtutorials

leetcode_practice

miniflow

Build a small prototype version of tensorflow to gain better understanding of how tensorflow works under the hood.

ml-class

Materials for class on machine learning/deep learning using scikit-learn, tensorflow and keras

nlp-with-attention-models

Mini projects from Coursera's NLP specialization focusing on state of art attention based models.

nlp-with-classification-and-vector-spaces

Mini projects from Coursera's NLP specialization focusing on Classification and Vector Spaces

nlp-with-probabilistic-models

Mini projects from Coursera's NLP specialization focusing on classic probabilistic models.

nlp-with-sequence-models

Mini projects from Coursera's NLP specialization focusing on sequence models

ocr-with-crnn-ctc

Implemented a Connectionist temporal classification(CTC) based convolutional recurrent neural network(CRNN) ocr model that transcripts english handwritten images to strings

predicting-bike-sharing-trend

Build and train neural network from scratch using only numpy to predict bike sharing trend.

sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

seinfeld-tv-scripts-generator

Training a seinfeld tv scripts generator from scratch using multi-layer LSTM.

sqlzoo

My solution for the sql problems on SQLZOO

web_scraping

Mini projects for some interested-based data collection through web scraping.