wenzhenghe7's repositories
NLP-with-Attention-Models
Mini projects from Coursera's NLP specialization focusing on state of art attention based models.
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
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.
miniflow
Build a small prototype version of tensorflow to gain better understanding of how tensorflow works under the hood.
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
Seinfeld-TV-scripts-generator
Training a seinfeld tv scripts generator from scratch using multi-layer LSTM.
web_scraping
Mini projects for some interested-based data collection through web scraping.
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
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
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
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
SQLZOO
My solution for the sql problems on SQLZOO